{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "90fc17b1",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The system size is around L=15.7*(length unit)=471.0 nm\n",
      "Electron charge carrier number: 1662; Hole charge carrier number: 1528\n",
      "The number of electron selected k points is: 1616\n",
      "The number of hole selected k points is: 1536\n",
      "The number of final selected k points is: 1444\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "kF is around8.91107997808017\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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LAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABc1j3RHdhYgUBAM2fOVHl5uWbNmtXqfElJiXw+X/O1U6dO9biHAAAAABApqYJXdXW1qqqqFAgEVFtb2+p8SUmJJGnKlCmSpMrKShUUFKi0tNTTfgIAAABAuLRgMBhMdCc2VkVFhaZPn645c+ZEPD5o0CDNnz+/ecRLktLS0rQxX2J9fb0yMjJUV1engQMHxqvLAAAAAJJMPLNByqzx8vv9CgQCEaErpLKy0vsOAQAAAECTpJpq2Ba/3x/1cZ/Pp0AgEPPjGhoa1NDQ0HxcX18f764BAAAA6OJSZsQrlszMzKjrwUKmT5+ujIyM5rfhw4d72DsAAAAAXUHKB6+2QpckFRUVqa6urvltwYIFHvUMAAAAQFeRMlMNs7Kyoj4eCARinpOkXr16qVevXm51CwAAAABSZ8QrKytLPp8v6lqv3NzcBPQIAAAAAExSBq9Y0weLiooiKhhWVFQ07+kFAAAAAImSVPt4+f1+VVRUaMaMGaqurtbUqVM1YcIE5eXlNV9TUlLSPLVw9uzZKi4u3qh/g328AAAAAEjxzQZJFby8QPACAAAAILGBMgAAAAAkFYIXAAAAALiM4AUAAAAALiN4AQAAAIDLCF4AAAAA4LLuie4AAABuWLVK+uknaeFCe//TT9LSpVJ9vb0tW+a0Q8dr1kiNjdL69dHf9+ol9e4t9enT+n2fPlJmprTZZtLgwa3fb7GFvU9LS/R3BgCQCAQvAEBSqq2Vamqkr7923r77zglbdXXx/zdXrNi0j+/TRxoxwt5GjrS3UHvUKGn4cIIZAKQqghcAoNMKBqUFC6SPPrK3zz93QtbSpfH7d3r0kAYOtBGt9HSpWzd7C7XT0+1tzRobSVu92t6vWmUjYe21apU0d669RdOvn7TjjtJOO9lbqD1qlPUDAJC8CF4AgE5hzRrp44+dkPXRR3YcCGzc5+nfX9pyS2noUOctdLzZZhawBgyw96F2r14d7/fatRbEVqyQliyxt8WLnfeh9sKFNiL37bfSypXRP9eKFVJVlb2F69VLGjNGGj9emjDB3saMkbrzvzgAJI20YDAYTHQnOpN47k4NAIht2TLpnXekN96Q3nxTeu89GxHakLQ0m543erSUnW3vQ2/bbGNBqjMLBi2IhUJY6O3rr21Eb/58u2ZD+vaVxo2T9tpL2nNPad99LWACAOInntmA4NUCwQsA3FFbK73yigWtN96QPvxww9P0hg2TdtvNedtlFwtbmzJC1dmFpiN+8YUFsS++kD77zB7b0P/YY8ZIBx8sTZwoHXig5PN50mUASFkELxcRvAAgPhobpTlzpOeek55/3ka02gpaI0dK++1nozi77SbtuqtNDYRZvlyqrpZmz5bef9++n99+G/v69HT7Xk6caG/77WcVGAEA7UfwchHBCwA67uefpRdftKD14ou2vimatDRp552l/fe3QLDfflbRL+6CQavC8fPP9hYI2EKq5cvtLdRescLe1q9v+/P16WOLyPr1a/1+wABp882lIUOsdnzPni58QZF+/tkC2Dvv2Gji7Nmxw22/ftKhh0rHHCMdeSShFgDag+DlIoIXAGycBQukxx+XKiqkt96KPR1up52kww6zqXD77CMNGrSJ/3AwaBUramokv9/eL1jghKzQ29q1m/gPdVBmpoWw0NvQoVJWls2VzM62BWlxnjNZVye99pr08svSSy9Jn34a/br0dFsTdswx9rbddnHtBgCkDIKXiwheALBh8+dLjz1mb+++G/2aAQOk3Fzp8MNtpGXEiA7+YytW2CKnjz+2RU+hoOX3xy4PmAzS0qStt3aC2Lbb2vzKXXeVttoqLht6/fyzjYS98IL0zDPSokXRr9thByk/Xzr1VGsDAAzBy0UELwCI7vvvpUcekcrLbe1WNDvsIB13nIWtvfe2/bHaLRiUvvnGAlaorvzHH1u5v439ryo93ab9bbll5KhTZqZNDYw1XbCt+uzBoFW+CJ+iGN6ur5d++cVG4cJH3DoSDjMznRAWett5Z5vq2EHr11tIfvJJ6X//i72X2NixFsBOPtlyIQB0ZQQvFxG8AMCxapX0xBPSAw9IlZXR88+uu0onnijl5dl0wnZraLANq958U3r7bXuLtSispZ49bVfh7OzI6XsjR1rYGjy48+w4vHy5BbDvv3emRIZPj1yypH2fp3t3KSfH5mnus48tjBs6tMPdmjtXeuopC2HRpoimpUkHHGAhLD8/DlNDASAJEbxcRPACABtsuuce6eGHo29gPG6cha0TT9yI9UErVkivv+7Uk58928JXW/r0sZGe8FGfbbe1OvPp6Rv7ZXVOdXUWwL74whnt+/hj6ccfN/yx2dlOhZKDDrIQ2gE//ijNmCE9+qj9WFrq2VM66STp97+3PcPiMAsSAJICwctFBC8AXdXKlTaVsKzMBqJaysqSTjtN+s1v7PX+BgWD0pdfWj35556z0LVmTezrBw2y+Yk5OU7QGj2684xceW3RIumTT5xpl++9Z+GsLdttZ/M8DzvMNvLqwNTEefMsgP3739GnI44dK51/vnTKKTY7EwBSGcHLRQQvAF3N999Ld94plZbaJsfh+vSxkY4zz7SBlQ2OdCxbZiX1Qpt3tbXRVFaWM1qz777S9tunziiWW2prrXb8m2/a2/vvxw6zvXtLv/qVBbHDD7cQuxFDVcGg9MEH0r/+JT30UOvfjYwM6YwzpPPOoyoigNRF8HIRwQtAV/Hee9LNN1sZ+HXrIs+NHy+ddZaNamRkbOATBQJWsaG83DbvihUERoywAHDwwRa2ttoqDl9FF7d6tQ1PvvaaBd133om9F1modGF+vk3Z3IgQtmqVNHOmdMcd0aciTpok/fnP9p5piABSCcHLRQQvAKls7Vrbc+vmm1uXge/RwyrZXXSRreFq09KlVpWhvFyaNSv6Xlk9e1p1htCIyw478KrcbYGAVUF5/nkbdYy1Tmz77Z0QtssuG/VzmT1b+uc/bTri6tWR53bbTZo61UZJ2yoQCQDJguDlIoIXgFS0erVVJrz++taz/zbf3KaLnXvuBorkLV9uG3fNmGEv7qOFra22curJH3QQi4ASKRi0HZSfe87KF8ba3Xq77awk5W9/u1GbeNXW2u/UnXdabZBwI0dKf/qTTVHlVwBAMiN4uYjgBSCVrFxpxTJuuKH14Mcuu0gXX2zlwnv3jvEJgkGrQHj//Ta6tWJF62uGDbMX7vn5VhyDdVqd048/2nBnebn9TKP997/XXrZwa/LkdswxNevXS//9r1Rc3HoaYmamdMEF9rb55pv+JQCA1wheLiJ4AUgFy5fbepybbrLieOEOO0y69FIbkIo5w+zHHy1s3X9/6+EMSRo+3Albe+5J2Eo2P/3khLDXX28dwnr3lk44QTrnHKuO2I6piMGgLTUrKbFBtnB9+0p/+INUWMh+YACSC8HLRQQvAMls5Upbf1Nc3DpwHX+8dMUVbazfamy04hh33SU9/XTrIg0DB1q1jdNPJ2ylkoULpf/8x0L2xx+3Pr/tthbAzjrLhrDa4eOPbZT10Ucjf418Pumyy6QLL+xQpXsA8BzBy0UELwDJqLHRNju+4gorDx+Snm6zxi6/3ArZRbV6tX3w3//eep+otDRp4kSbfnb88bxaTmWh+vH332+beLWsH9+3r/0eXHyxlaZvh2+/lW680aa7hhe73Gor6aqr7NNRhANAZ0bwchHBC0CyefVVK2RQXe08lpZmFQr/7//aqJfwyy82PHbHHa2Hx7baykY4zjxT2mYbl3qOTquhQXriCenuu21ftnBpadKxx0qXXGLbArRjGuJ331nQevBBu0kQsv320rXX2qxGCl4C6IwIXi4ieAFIFnPn2lqtp56KfPyoo6Tp09sY4friC+kf/7BdcRsaIs/tt5/0xz9KxxzDUATMV19Jt90m3XefzWUNN2GCBbC8vHb9vnz2mY2+Pvlk5ON77SXdeqt9OgDoTOKZDZigDwBJZtEiqxI3Zkxk6Np9d6vy/tRTMULXnDk2UrHTTjaSEQpd3brZfMT33rNqdyecQOiCY7vtLHgtWGCJPnzj69mzbd1fdratDWwZ5FsYM8a2f3vzTcv4Ie++K+2xhw2y/vyzS18HACQYwQsAksS6ddItt9jymjvucIoWbLWVLcupqrLlWK3Mnm3DYOPHRw41DBhgoxU1NVZcYY89PPk6kKQyM60yxvz5Nlq6227Oue++s83gRo+2jb02EMD23deKKT79tLTjjs7j991nOe/vf49cEwYAqYCphi0w1RBAZ/TOO/a69qOPnMf69ZOmTrX1XVE3qX3/fWnaNOnZZyMfHzbMAtfZZ1ulQqAjgkHplVesfOHzz0eeGzZMKiqyIayYm8SZtWvtRsKVV0r19c7jO+wg3XyzdOih8e86ALQXUw0BoItYulSaMkXaZ5/I0HXmmdK8eVY8o1XomjNHOuIIK/keHrqGD7fRiJoaC16ELmyKtDTp4INt067337dR1ZAffrD5sKNHWwGXNoavevSwQonz5tm9gFCRjS+/tD3njj3WqiMCQLIjeAFAJxQMShUVNg3r7rudx3ff3Ua/7r1XGjq0xQd9952ttxk/PnIH2xEjbP3NvHk2bNarlxdfArqSCRNscWFVlRVmCfnhB+n88+0X+YknWm/UHGaLLex3ffZsae+9nceffNLWLJaWtvnhANDpEbwAoJP54QfbMis/3yk0MGCAre+aPdsqwEVYscLmaW2/va3VChkxwjZQmjdPKiggcMF948ZZ9YzqahuqCvH7rWjLxInRN2lu8Sneekv617+kLbe0x5Yvl84916Ydfvedi/0HABcRvACgkwgGrUjGjjvaa9eQY46RPv9cuvDCFsUGg0Hb6Hb77aW//c02QpakzTazKnRffSWdc47Us6enXwegsWOl//7XpiAedJDz+Cuv2Lnzzmu9d1yYtDTpN7+x6YZnneU8PmuWjX7dfTejXwCSD8ELADqBX36xUa4zz5SWLbPHhgyRysvt9evWW7f4gNmzrTTcr39tQ2SSpbI//tFGuC64gBEuJN6ECdJLL0mPPy5lZdljjY029XXbba16xtq1MT88I0O65x6bORv6G1i2zNY9MvoFINkQvAAgwZ58Utpll8hRrt/9zvY5zstzig1IkhYutJN77GGLvUKOOEL69FOrw+3zedNxoD3S0uyuwmef2T5g/fvb43V1dqNgl11aV0Vs4bDD7Neb0S8AyYzgBQAJsmyZVXE79lgb8ZKkzTe3Ea7775cGDQq7uLHR1mvtuKP04IPO4zvsYJULn3nGphwCnVXv3rYP2FdfSWec4dxRmDtXOvxw28R74cKYH97W6NdRRzl/QwDQWRG8ACAB3nzT9p+9917nsWOOsbv64TUJJNlIwQEHWIGMQMAe8/lsmtbHH9uLViBZDB1qOyW//75Nlw2ZOdNuJJSW2o2GGEKjX2ee6Tz27LP29/Tiiy72GwA2EcELADy0bp30179ajpo/3x7r39/u5P/3v1ZSu9maNbYB8tixVuYt5LTTbNTgootsEyQgGY0fL73xho3gDh5sj9XVWfnCAw+0tYoxZGTYTYtnnnH+ZhYutHVfl11mf2cA0NkQvADAI4sW2QvDa65x1qTst59tjHzWWS3Wcn3wga3juuoqp/jA6NFSZaW9UN18c6+7D8RfWprdSPjyS1u7GPLmm9Kuu9qaxfXrY374EUfYoO9hhzmPFRfbvs4//uhetwGgIwheAOCB2bNtf6KXX7bjbt2k666TXn3VKfYmyUa5/u//LHR99JFz8eWXS598YvsgAalms81sYePLL0vZ2fbY6tXSn/4k7b+/rQOLYcgQG/n6+9+d7RbeeMM2G6+sdL/rANBeBC8AcNk999jI1oIFdjxkiG1nVFRkmarZV19J++wjXX21M1dq111tLcy111pxAiCVHXSQ3XC4+GJnCPidd2y6bRvlC9PTrUDi6687hTcWLZIOOcS2uGtj0AwAPEPwAgCXNDRYxbVzzrGBLMlyVXW13cRvFgxasYGcHGnOHHuse3ebZjh7tj0OdBX9+kn/+IcNW227rT22apX9MZ14orRkScwP3Xtvm6UbmnoYDEpXXikdd5wtHwOARCJ4AYALFiywcHX33c5jv/+9jXRttVXYhUuXWhnts86SVqywx7bbTnrvPXvF2LOnp/0GOo1995U+/FA67zznsSeesPKFr7wS88M228ymHl5zjY2ESdLTT0t77dVmvQ4AcB3BCwDi7OWXbZBq9mw77t1beugh6fbbW+SoN96wF5Hl5c5jZ59tQ2KMcgFS377SnXdayc/MTHvshx9srePllzuFZ1pIT5euuEJ64QVnP7wvv7Slky+84E3XAaAlghcAxNE//2nrShYvtuNRo2yJym9/G3bRunVWQONXv3IWfg0aJFVU2BBZv35edxvo3I491soXHnywHQeD0vTpNir29dcxPyw3126AjBljx4GAVUK86aaYy8UAwDUELwCIg8ZG6c9/ls4/31nIf9hhUlWVVVdrtnChFRC4+mpnk9gDD7SCAiee6HW3geQxbJg0a5ZUUuKUL5w92wpvPPZYzA/LzrabH6GNyUN/q2efHXPADABcQfACgE3U0CD9+td2Fz1k6lRbVxKaHSXJCmdMmGB7FElW0vDaa6WXXpKGD/e0z0BSSk+XLr3UklSo8Mby5VJenq2JDN3MaGHAAOnxx23z8pD77rPRL4puAPAKwQsANkFdnXT44dJ//mPH6elSWZlt4hpRKv7RR62m/Pff2/HWW9sar8svb3EhgA0aP97WQp56qvPY3/5mAWz58qgfkp5ul/znP1KvXvZYZaXNVgzN+AUANxG8AKCDfvjBKheGCqz16SP9739WPr7Z+vW2Ydepp9qGsJLVlK+qstrXADqmf3/p4YelG25wyhc+8YT9fc2fH/PDJk+2QebBg+34s88sfH35pQd9BtClEbwAoAM++8xy0yef2PFmm1kAO+qosIvq621hyfXXO4+deaaVPRwyxNP+AikpLc0WbD39tJSRYY998olN6X311Zgftu++0rvv2vovydn+oarK/S4D6LoIXgCwkd54w2YNhqYnjRolvfWWtOeeYRfNm2cbBz3zjB136ybdcot0zz3OPCcA8XH44bb33Xbb2fGSJdKkSVZmNIbRo+3vdrfd7HjxYqt708YWYQCwSQheALARnnvOysUHAnack2Pr/EOv9yTZwpE995S++MKOBw2Snn9euvBCu0MPIP62397C12GH2fG6dVZm9NxzpTVron7IkCHSa6/ZaJdky8MOO8wKcQBAvBG8AKCdHn/cZg6GlmodeqjNZoqYNXjvvfbKbelSO95pJ+n9921DIQDu8vls2uGf/+w8VlraZvnCjAzbVPnoo+14zRopP9/+lAEgngheANAOFRXSSSc5+/7k50tPPmllqptdf71tDhTayOvoo204bPRoz/sLdFndulnBjYcecqb1vvSSzSNctCjqh/TpY1uBnXaaHTc22p/y7bd71GcAXQLBCwA24LHHpJNPdvLU735n1eF79my6IBiUCgutemHIxRdbhbWBAz3uLQBJ0m9/a4VsQuULP/jA5hR+913Uy3v0kO6/X/rjH53H/vAH6R//8KCvALoEghcAtOGJJyJD15ln2hSk5q231q+XpkyRSkqcD5o+3V6tsT8XkFj77GPVcIYNs+O5c60yzty5US9PT7eN0K+4wnnskkuk227zoK8AUh7BCwBi+N//bHrhunV2/LvfSXff7WwZpIYG6ZRTrFKhZIUz7rpLuuyyRHQXQDQ77mjlC0NTfkO146uro16eliZdc400bZrz2IUXsuYLwKYjeAFAFE8+aeu4QqHr9NMtXzWHrhUrpGOOkcrL7bh7d5t/WFCQkP4CaMPIkdKbbzq14xctsjVfr78e80P+7/+kv/zFOT7nHOnf/3a5nwBSGsELAFp45hkpL88ppPHb37aYXrh0qe0R9OKLdtynjyW1yZMT0l8A7TBkiJUh3XdfO66vt9Kkob32ovjb32yqoWRLOU87zaYfA0BHELwAIMyrr0onnuiErl//2hbcN4eu0C6r77xjxxkZFsAOPzwR3QWwMXw++3sN7fW1erV03HFWtjSKtDTpxhttKzDJlnROnmz7+QHAxiJ4AUCTqiqrAN/QYMcnnyw9+GBY6FqyRJo4UfroIzveYgtLavvtl4juAuiIvn1tAWdohHrdOvtjbyN83XGHTTeW7KbMCSdIr7ziUX8BpAyCFwBI8vulI4+Uli+346OOsm2AmkNXaFrSxx/b8dChtj5k990T0V0Am6JnT+mRR6QzzrDj9eutUM6zz0a9PD3dphuHstrq1baZ+gcfeNRfACmB4AWgy1uyRDriCOmXX+x4//2lmTNtXx9J0sqVNhQ2Z44dDx0qvfaatP32CekvgDjo1s0q5oTC17p1Ns/4tddiXv6vf9lTgSQtW2YzjOfP96i/AJIewQtAlxZa4hHa1mfHHW0WUp8+TResWWMvxkLVzwYPliorpW23TUR3AcRTerrtEXHSSXa8erUNd7//ftTLe/SQ/vMf2x5Mkn7+2QbClyzxqL8AkhrBC0CX1dho6zbefNOOhwyxmUaDBjVdsG6dVdd4/nk7HjhQeuEFaaedEtJfAC4IDWUdcYQdL19uxTc+/TTq5X37Sk89ZTdpJGnePLs3s2aNR/0FkLQIXgC6rMsusymFkr2YeuYZaZttmk42NtrGPaEF9336SE8/LY0bl4iuAnBTz572t37ggXYc2jLi66+jXp6ZaZUNhwyx49desy38gkGP+gsgKRG8AHRJd9wh3XCDtdPTLYA1Z6pgUPrjH6UHHrDjHj1s8579909EVwF4oU8fG8qaMMGOFy6UcnOlBQuiXj5ypG3f17u3HT/wgFRc7E1XASQngheALuepp6QLL3SO77zTKho2mzZNuvVWa6enS48+ags5AKS2AQNsKGvnne34229t5Gvx4qiX77GHVT8NKSqKWZUeAAheALqWzz6TTj3VZhJKNt2woCDsgrvvtuAVct99toADQNcweLBtsjx6tB3PnWulDFetinp5fr507bXO8W9/a3sCAkBLBC8AXUZ9vW18Gtqr66STIl8w6ZVXpPPPd45vvtnZNRVA1zF0qFUvHTrUjt99Vzr77JiLuIqKnKeK1avteSa0PQUAhBC8AHQJwaB01lnSV1/Z8e67S/ffbzMJJUk1NVJenlUylKSLLrI3AF3TyJFW5rRfPzv+97+l66+PemlamlRaKu27rx0vWGCbLYeeTgBAIngB6CJuvtlZe+HzSY89ZpUMJdlQ2NFHS7W1dnzYYdKNNyaglwA6ld13t1LzIZdfbhv9RdGrl1Re7gySvfqqVFjoeg8BJBGCF4CU9+ab0qWXOscPPSRlZTUdrF8vnXKK9MUXdrzDDrZDavfunvcTQCd0/PHSNdc4x7/+tfTxx1EvHTrUbvD06GHHf/+71eYBAIngBSDF/fyzreVav96Oi4pscKvZZZfZdCLJdk5+6ikpI8PzfgLoxC6/3G7QSNKKFfYkEmMR1z77SLfc4hyffbZzXwdA10bwApCy1q2TTj5Z+uknOz74YOlvfwu74IEHnCmF3brZrepQJTMACElLk+6919nj67vvrIJGQ0PUy889V/rd76y9cqXd/Fm50puuAui8CF4AUtZf/mLrLCRpq61syk/zDMK33oqsI3/bbZbMACCaPn2k//7Xnkwkew4577yolQ7T0myT9jFj7PjTTyP3DgTQNRG8AKSkp5+Wiout3b27LXrfYoumk99/b3er16yx4/PPtxdQANCWrbay4hq9e9vx/fdHzisM07evPe+Eivjce68VRgTQdRG8AKScn36SzjjDOb7xRlt3IcnmH556qrM+Y+JEK3kIAO0xfrxNUw659FJp9uyol+64o/TPfzrH559vsxQBdE0ELwApJRi0xeyLF9vxsce2mOJz7bXSG29Ye8QIacYMpwQZALTH5MlOrfh166zwRn191EtPO80KIUpSXZ2t/Wps9KabADoXgheAlHLffU6RwiFDpHvusfUWkixwhaprdOtm834GD05IPwEkuauvlvbay9o1NdLvfx/z0ttvl4YPt/YrrzDIDnRVBC8AKeObb6SLL3aO77lH2myzpoPaWrvtHLrVfNVV0r77ettBAKmjRw+7eTNwoB0//HDkZsthfD7pwQed46Ii6ZNP3O8igM6F4AUgJTQ2SmeeKS1fbsdnnikddVTTyWBQOuccacECOz7wQHvlAwCbYtQoqazMOT7/fGnevKiXHnSQdMkl1l6zRvrNb2JWoweQolIueFVWVio/P19lZWWqrKxUYWGhKioqEt0tAC674w6bwiPZ0q1//CPsZFmZ9Pjj1s7MtDvT3bp53kcAKWjyZLvTI9mdn1NOcSqmtnDttdLOO1v744+lv/7Voz4C6BRSLngFAgFVVlaqoKBABQUFys7OVl5eXqK7BcBFX33lrHOXbJ1XaPaPPvsscv7hffdJW2/tZfcApLpbb5W2397ac+ZIl18e9bLeve2+T8+ednzjjdJrr3nURwAJl3LBS5Lmz5+vYDCompoaTZkyJdHdAeCi0BTDVavs+IILrEK8JLvrfOqp0urVdvz731uZQwCIp379bIf2UKK66SbppZeiXrrbbtI111g7GIx8/gKQ2lIyeG2MhoYG1dfXR7wBSB733CO99Za1s7Ol668PO3nNNTafR7L5PTfc4Hn/AHQRY8c6u7ZLlqhivKa45BJp//2t7fe3eN4CkLLSgsFgMNGdiKeKigrV1tYqMzNTtbW1qqmpUXH4E2ELV111laZNm9bq8bq6Og1snqsEoDNauFDaYQfbG0eyG8wHH9x0cs4cac89pfXrpe7dbYPT3XdPVFcBdAWNjTbk/uqrdjxlilRaGvXSzz+30a9162yg7JNPpO22866rANqnvr5eGRkZcckGKRe8/H6/JCkrK0uSVFZWplmzZqm8vDzq9Q0NDWoIKytUX1+v4cOHE7yAJHDyybb/sSSdfrr0wANNJxoapHHjbH2XZKXjr7wyAT0E0OXMny/tsou0YoUdv/CCdMghUS8tKnJGu3JzpRdfDNt3EECnQPDaCIFAQIMGDdLSpUvl8/k2eH08v7kA3PPcc9IRR1h78GDpyy/D9uz661+dRRS77y69/77tuQMAXrjrLum886w9YoTdBOrfv9VlK1ZIY8ZI335rxzNmSCed5GE/AWxQPLNByq3xalk6PhS2QiNhAJLfypW2XU7ITTeFha5PP3VuIXfvbruWEroAeKmgwKny89130l/+EvWyfv2sIGLIxRfHXBYGIAWkVPAKBALKz8+PCFmBQECSM/UQQPK79lrpm2+sffDB0mmnNZ1obLSNktets+PCQmnXXRPRRQBdWVqare3q08eOb73VRt6jOOYY6eijrf3TT8yKBlJZSgUvn8+nqVOnRoSssrIy5eXltWuaIYDOb9482/tGsoGsf/4zbE3EP/8pvfuutbfbLuZdZgBwXXa2rS+VrG782WdLa9dGvfTWWyMz2ocfetJDAB5LuTVegUBAZWVlzcdLlixps6phS6zxAjq3Y4+VnnzS2kVF0nXXNZ345Rdp222deTqvviodeGAiuggAZt06acIEJ0nddJPVko9i+nRn3+X997eNlSm0ASQexTVcRPACOq/XX3ey1FZbSXPnhq1XP/ts6d57rX3mmU4bABJp9mzb2iIYlAYOlL76ShoypNVla9ZYMcSvvrLjxx6TTjjB474CaIXiGgC6nGBQuvRS5/jqq8NCV1WVdN991s7IsFvHANAZTJhgN4MkG5G/4oqol/XsGbnH+9SpFsYApA6CF4CkUFHhrE0fM8b27ZJkiezCC+29ZCvTt9giIX0EgKiuu85GuyS7SVRVFfWyo4+WDjrI2jU10h13eNQ/AJ4geAHo9NascdY+SFJJidStW9PBI49I77xj7R12kC64wPP+AUCbttgistBG+M2iMGlptgwstLbr6qul2lrvugnAXQQvAJ1eWZn09dfWPugg6fDDm04sX24l40NuuYU9uwB0ThdcYDeHJLtZ9MgjUS8bO9bZImPpUmcveADJj+AFoFOrr5emTXOOS0rCKn1dd53044/WPuYY6ZBDPO8fALRLjx7SzTc7x4WFdvMoimuvdcrL33GH7cEMIPkRvAB0aiUl0uLF1j7lFGn8+KYTNTU2J0eyVel//3tC+gcA7XbooXaTSLKbRs37YUQaNky66CJrr1nDpspAqqCcfAuUkwc6j0WLpG22kVautJvFc+dKo0Y1nTz5ZGnGDGtfdhmVDAEkh5oaaaedLFH17m27wm+9davLli6VsrKkQEBKT7cy89nZ3ncX6OooJw+gS7jpJgtdklRQEBa6PvjACV2bbx5ZeQMAOrPsbCuuIUmrV0t/+1vUywYNkv70J2s3NkrXX+9R/wC4hhGvFhjxAjqHxYtttGvFCptJ6Pfb9BtJ0rHHSk8+ae2bb3bm5ABAMliyxIaz6uul7t1tOKv5zpKjrk4aOdLe9+hhRYZGjEhAf4EujBEvACnvppssdEnSOeeEha7qaid0DRtmQ2EAkEwGD5Yuvtja69ZZNY0oMjKkP/zB2mvXRm6wDCD5MOLVAiNeQOItWWKjXcuX22hXTU3YEohjjpGeesrat98u/f73ieomAHRcIGBPdHV1tjHhV1/ZKFgL4aP/vXpJ33wjbbmlx30FujBGvACktNtuc6osn3VWWOiqqnJC19ZbS2efnZD+AcAm8/mkP/7R2uvXxxz12mwz6bzzrN3Q4BRzBZB8GPFqgREvILGWL7c1DEuX2tKHr7+2NQ6SpKOPlp5+2tp33um8GgGAZNRy1Gvu3KilCxcutMsaGqR+/WzUa7PNPO4r0EUx4gUgZd19t4UuSTr11LDQVVXlhK7hw6Uzz0xI/wAgbnw+6ZJLrL1+vXTNNVEv23JLW+sq2ZTD8H2YASQPRrxaYMQLSJz166XRo+1uriR99pltdyNJys+XKiqs/c9/Sueem4guAkB81dXZcFYgYMP88+dH3ddrwQIbDFu7VsrMtOO+fT3vLdDlMOIFICU9/bQTug4/PCx0+f3S449be8gQ6YwzEtE9AIi/jAynSNC6dbbINYrhw23feEmqrZUeftij/gGIG4IXgE7j1luddqiEsiSbV9PYaO0LL7TSXgCQKi64wEq4StJdd9n+XlGEb1l4yy0Sc5aA5ELwAtApfPaZ9PLL1t52W+nQQ5tO1NZK995r7b59mWIIIPVsuaV02mnWrq93nvNaGDdO2m8/a3/+uVRZ6VH/AMQFwQtAp3D77U77gguk9NCz0113SStXWvuss2xxAwCkmlCRDclG+deujXpZaN/l0GUAkgfFNVqguAbgvUBAGjbM8lX//tIPP0gDB8pqJ48cKf38syWxefOibjAKACkhfMuMf/9bOuWUVpesW2dFNr77zo6//FLafnsP+wh0MRTXAJBS7rvPGdQ6/fSm0CVJjzxioUuSTjyR0AUgtf35z077xhujLuLq3j1yDew//+lBvwDEBSNeLTDiBXirsVHabjuppsaOv/hC2mEH2QuOXXaxxV+S9O670p57JqyfAOC6YFDaYw/bt1CSXnlF+tWvWl22dKnNEli1yooi/vgjpeUBtzDiBSBlvPaaE7pyc5tClyS98YYTuvbdl9AFIPWlpUl/+pNzHGM4a9Agp7R8XZ30xBMe9A3AJiN4AUio++932medFXbirruc9vnne9YfAEioE06QttjC2o8/7ky3buF3v3PaDz3kfrcAbDqCF4CEqa+XKiqs7fNJxx3XdGLxYumxx6w9eLCt7wKArqBnT2eT+HXrIu9OhdlvP2nUKGtXVlpRIgCdG8ELQMLMnGlrFCQr3tW7d9OJRx6R1qyx9umns2EygK5lyhSnfd99UYtspKc7W381NkoPP+xR3wB0GMELQMKE38gN3eBVMBi5eWjE/EMA6AKysqSDDrL2vHnSW29FvSwUvCTpwQej5jMAnQjBC0BCzJ0rvf22tceMkcaPbzpRXS198om199pL2mmnhPQPABLqzDOd9n33Rb0kK8umHEpWEXbOHA/6BaDDCF4AEuKBB5z2GWdYMS9JkS8wGO0C0FWdcIKzqeHMmdKyZVEvO/10p/3ggx70C0CHEbwAeK6xUfrXv6zdrZv0m980nWhokP79b2v37SuddFJC+gcACde3ry1+laQVK5xKRC3k5zvrYx99VFq71qP+AdhoBC8Annv/facC12GHSUOGNJ2YNUsKBKwdfrcXALqi8OGsmTOjXpKRIR1zjLWXLLG9EQF0TgQvAJ4L3+zzhBPCToS/sJg82bP+AECntNde0ogR1q6stGQVRfiOG48/7kG/AHQIwQuAp4JBJ3ilp0tHH910YvVq6X//s3ZGhjRpUkL6BwCdRlqazSWUbE+v//436mVHHOFMN3ziCZvODaDzIXgB8NTnn1t1ZEnaf39p882bTrz4ou2oLNlOyuzdBQCRa13Ly6Ne0r+/dOih1l640KkYC6BzIXgB8FT4NMPjjw87ET7NkKIaAGAmTJBGjrQ20w2BpEbwAuCp8OB13HFNjdWrpSeftLbPJ+XmetwrAOikwqcbrl8f+SQa5qijpO7drf3442ymDHRGBC8Anvn2W9sfWZJycpybuHrhBWePmuOOk3r2TET3AKBzCp8FEKO64aBB0sSJ1v72WzZTBjojghcAzzz1lNOOmGb42GNOm2mGABBp/Hhpm22s/fLL0tKlUS8Ln24Yow4HgAQieAHwzIsvOu2jjmpqNDZKzz1n7f79nVu2AACTlubcrVq/3vY8jKL5eVU2kQBA50LwAuCJtWulV16x9hZbSLvu2nSiqkpavNjaublMMwSAaA4/3Gk/+2zUS4YOdZ5b58xxnloBdA4ELwCeePddaflya+fm2h5ekpzRLsk2owEAtHbAAVLfvtZ+/vmYm3WFysoHgzEHxgAkCMELgCfCXwAcckjYifA7t+F3dAEAjl69nIqvP/8sffBB1MsOO8xpM90Q6FwIXgA8Eb6+q7la/KJF0uzZ1t5lF2nrrT3vFwAkjfCbU+GzBcLsu68zMPbCC5SVBzoTghcA1y1d6uSrMWOkYcOaToS/KmC0CwDa1o51Xr16SQcdZO2FC6WPP/agXwDaheAFwHUvv+wsR4g5zZD1XQDQtpEj7e6VZAtnlyyJeln48+xLL3nQLwDtQvAC4LpXX3XazdMMg0HnFcGAAdI++3jdLQBIPqFRr2DQ7mpFEb4rR/jzL4DEIngBcN3bb9v7tDRbfyBJ+uor6ZdfrL3//lKPHgnpGwAkldA8Qkl6442ol+y4ozRokLXffZd1XkBnQfAC4Krly6WPPrL2zjtLGRlNJ15/3bnogAM87xcAJKV99rG7WFLM4JWeLu21l7UXLZL8fo/6BqBNBC8Arpo9W1q/3toRswnDXzDsv7+nfQKApOXzObskf/SRVFcX9bJQ8JJs1AtA4hG8ALgqNM1QihG8eveWxo/3tE8AkNRCswSCQemtt6JesvfeTvuddzzoE4ANIngBcFXU4PXDD9I331h7zz2lnj297hYAJK/wWQJvvhn1kj32cGYkMuIFdA4ELwCuaWx07rRuvrmUnd10IjyNNVfbAAC0S/j0gfDn0zAZGdJOO1n7o4+klSs96BeANhG8ALhm7lzbPFmKXA8eMTWG4AUAG2fYMNvTS5Lef19asybqZaF1XuvWSVVVHvUNQEwELwCumTPHaYcv9I54BRBxAgDQLqFRr1WrpC++iHrJnns67epqD/oEoE0ELwCuCZWRl6Tdd29qNDZKH39s7REjpMxMr7sFAMmv+UlVkU+2YXbbzWl/8om73QGwYQQvAK4J5SvJqX6sb76Rli2zdvirAgBA+zU/qSpm8BozxpniTfACEo/gBcA1oeA1eLA0dGiLByWCFwB0VPjzZ/jzaph+/aSsLGt/9pmzpyKAxCB4AXDFL79ICxdae7fdwgprhN+ZDb9jCwBovy23tHKxkj2vBoNRLws9za5cKfn9HvUNQFQELwCuiDrNUIoMXox4AUDHpKU5z6GLFjl3ulrYZRenzXRDILEIXgBcscHg1bdv2MZeAICNFn7zKsY6L4IX0HkQvAC4IupSrmXLnLkuu+widevmeb8AIGW0o8BG+CUxloIB8AjBC4Ar5s512jvs0NSYN895cMwYT/sDACln552d9ldfRb0kO1vq0cPaX3/tQZ8AxETwAuCK0MDWVlvZrEJJUk2Nc8Ho0Z73CQBSSvh07fDn1zDduknbbGNtvz9mDQ4AHiB4AYi7FSusqqEkjRoVdiL8hQHruwBg02Rk2H4dUszgJTkl5ZcvlxYv9qBfAKIieAGIu2++cdoRwSt8ngvBCwA2Xei59IcfpNWro14SCl4SJeWBRCJ4AYi78P/Yw//DZ8QLAOIs9FwaDErz50e9hOAFdA4ELwBxF/5/f9SphpmZks/nZZcAIDW1Y50XwQvoHAheAOIuavBqaJC+/97ajHYBQHwQvICkQfACEHdR13h9841TTovgBQDx0Y7gFT7zgOAFJA7BC0DcLVzotIcObWr8+KPz4PDhnvYHAFJW+PPpTz9FvSQjQ+rf39rhz88AvEXwAhB3oVLygwc7G3fq55+dC4YM8bxPAJCSwp9Pw59nW9hiiw1eAsBlBC8AcRcKXqH/6CVF/m+/5Zae9gcAUlafPtLAgdZuYzgrlM+WLpXWrPGgXwBaIXgBiKuVK22TTqlF8Ap/QcCIFwDET+g5tR0jXpK0aJHL/QEQFcELQFyFRrskRrwAwBOh59T6emnVqqiXhN/vCn+eBuAdgheAuIoZvBjxAgB3tGOdV/jzMeu8gMQgeAGIqw2OeHXrZlU3AADxET6LIMY6L0a8gMQjeAGIq8WLnfbmm4edCC0q2HxzKZ2nHgCIm/C7XDFSVTsuAeAyXv0AiKtly5x2qNBWxImIBwEAmywjw2mHqhu1MGDABi8B4DKCF4C4WrHCaffr19QIBp3/6UO7eAIA4qP5yVYxU1X4U2/48zQA7xC8AMRV1OC1Zo20bp21CV4AEF/hz6sxglc7shkAl3UoeH3zzTdx7gaAVBE1eEV9EAAQF+0Yzgp/6mXEC0iMDgWvgoKCePcDQIqImrHCb68y4gUA8dWOES+mGgKJ16HgVVNToxtvvFGPP/646uvr490nAEmM4AUAHmOqIZAUunfkg2bNmqVRo0ZJkl566SX5/X4NHjxYJ5xwQlw7ByD5MNUQADzWjnmETDUEEq9DwSsUuiRp4sSJmjhxoh577DENHjxYubm5Kigo0MEHHxy3Tm6skpIS+Xw+SVIgENDUqVMT1hegq1m92mn37t3UWLXKebBPH0/7AwApr29fp71yZdRLevSQune3OkfhT8kAvNOh4PXyyy/r4IMP1ocffqgZM2aorKxMmZmZuuyyy5SXl6fMzEzdfffdCRkFKykpkSRNmTJFklRZWamCggKVlpZ62g8AUlpaex8EAHRYO59XefoFEqtDwSsvL0+DBw9WbW2tpkyZosrKSo0dOzbimnPOOUeSdM899+jss8/e9J620/Tp0zV//vzm49zcXE2aNIngBQAAACBhOhS8srKyVFxcrIkTJ7Z53T333NOhTnWU3+9XIBBonmYYrrKyUrm5ua0eb2hoUENDQ/MxxUIAAAAAxFuHqhoWFRVtMHTV1dWpqqpK48eP71DHOsLv90d93OfzKRAIRD03ffp0ZWRkNL8NHz7cxR4CAAAA6Io6FLxOPPHEmOdCmytnZGTorrvu0u67796RfyKuMjMzVVtbG/VcUVGR6urqmt8WLFjgce8AAAAApLoOj3jF0hk3V44VuiSpV69eGjhwYMQbAAAAAMRTh4JXWVmZli1bFvHYN998o0MOOUSVlZVx6VhHZGVlRX08EAjEPAcAAAAAbutQ8PL5fLruuuuaC1FcdtllGjdunHJycpqrGSZCVlaWfD5f1LVe0QprAIi/bt2c9tq1TY3u3aM8CACIizVrnHb36HXTGhudp98YlwBwWYf+9GpqaiRJN9xwg8rKypSTkyO/36+MjIy4dq4jioqKVFlZ2byPV0VFRXMbgPv69XPaK1ZIm28uqX//yAcBAPGzfLnTHjAg6iXhmyaHPyUD8E6HRrxCLr30Up144om6++67m0PXjTfeGJeOddTUqVMVCARUUVGhiooKzZ49mz28AA+1DF6tHgx/gQAA2HThN7TCn2/DhD/1xrgEgMvaNeJ16KGHxixQEQwG9dhjjykrK0vBYFBz5szRn//857h2cmNNnTq1uZ2Xl5fAngBdT9TBrfAHCV4AEF/hz6sxhrPCsxkjXkBitCt4LVmyREVFRVE3Jg4XDAZVUlISj34BSFJRR7yYaggA7tnI4MWIF5AY7QpexcXFG9wwOSQtLW2TOgQguUUNXn36OA8y4gUA8dWOeYRMNQQSr11rvNobujb2WgCpJ2rwSk93ThC8ACC+mGoIJIVNKq4BAC1FDV6S8z89wQsA4osRLyApELwAxNWgQU57yZKwE5mZ9n7xYk/7AwApL/x5dfDgqJeEPx+HP08D8A7BC0BcbbGF0/7ll7ATQ4bY+xUrGPUCgHj6+WenHXqu3fhLALiM4AUgrsL/Q48avKTIVwAAgE2zcKHT3nLLqJeEPx8TvIDEIHgBiKuYI17hLwYIXgAQP6Hn1B49Ys4jDH/aDX+eBuAdgheAuPL5pO5NG1XEHPEKvzsLANg0oefUIUOkGNv6MOIFJB7BC0BcpadLm29ubaYaAoDL1q+XFi2ydhuJKvS027s35eSBRCF4AYi70DSWX36RgsGmB8OnGjLiBQDxsXix1Nho7RjruyTnRlgbg2IAXEbwAhB3oeC1Zo0UCDQ9GH4n9qefvO4SAKSm8BtZMUa81q51Ks6zvgtIHIIXgLgbPtxpf/NNU2ObbZwH58/3sDcAkML8fqc9cmTUS777zpl9EOMSAB4geAGIu6wsp92csTIzpYwMa3/9ted9AoCUFP58Onp01EvCs1n48zMAbxG8AMTdqFFOu/k//LQ0KTvb2t99Z/MQAQCbpqbGaYeeY1sIn2RA8AISh+AFIO7Cg1fErMLQi4LGRunbbz3tEwCkpHYEL0a8gM6B4AUg7jYYvKTIFwsAgI4JPZcOHCgNHhz1EoIX0DkQvADE3ZAhUp8+1g7/Dz9i/QHBCwA2zdq1NnVbshtbMerEh56H09OlESM86huAVgheAOIuLc0Z9frmG2eLGUa8ACCOvv3WNlCWYk4zlJzgNWKE1KOHB/0CEBXBC4ArQoNbDQ3ODdmIEa+5cz3vEwCklPDn0RjBa/FiaelSazPNEEgsghcAV+y8s9P++OOmxrBhks9n7Y8+8rpLAJBamp9cJe2yS9RLPvnEaY8Z43J/ALSJ4AXAFbvu6rSbXxukpTknfvhBWrLE834BQMoIv4G1225RLwkPXuHPywC8R/AC4Irw1wDhN2VjnwAAbJRQ8OrZU9p++6iXtGNQDIBHCF4AXDF6tNS7t7UjZhWGBy+mGwJAx6xaJX31lbXHjIlZNYOphkDnQfAC4Iru3Z3/5OfNk1aubDoRPteF4AUAHfPpp07J2BhzCBsb7TLJCmv07+9R3wBERfAC4JrQ4FYw6Pznr513ts1kJIIXAHRU+BzCGOu7/H7nphfru4DEI3gBcE3Uwa0+faTttrP2Z5/ZBqAAgI2zkYU1WN8FJB7BC4Brdt/daVdVhZ0YO9ber1lDgQ0A6Ij333faMYJX+PMuI15A4hG8ALhm/HipWzdrv/122Im993baEScAABu0apVUXW3t7beXBg+Oetm77zrtvfbyoF8A2kTwAuCafv2cG7GffSYFAk0n9tnHueitt7zuFgAkt6oqZ5p2+PNpmPXrnUGxrbe2NwCJRfAC4KrQa4JgUHrvvaYHd9vNUpkkvfmmnQQAtM8bbzjtffeNeslnn0nLl1ub0S6gcyB4AXBV+M3Yd95panTv7kw3/OEH6ZtvvO4WACSv8OC1//5RL2l+vlXk7G4AiUPwAuCq8OAVsZwr/MVC+IsIAEBs69c7T6ZDhkjbbhv1MtZ3AZ0PwQuAq0aMkLbaytrvvmuvGSRJBxzgXPT66573CwCS0scfS/X11t5/fyktLeploRGvHj2knByP+gagTQQvAK5KS3NGvZYtC9tXZs897RWBRPACgPYKf74Mv4EVprZWmjvX2jk5Uu/eHvQLwAYRvAC4LnxW4csvNzX69LHwJUnz5knz53veLwBIOi+84LQPPDDqJa++6rRjFD0EkAAELwCuy8112i++GHbi8MOd9nPPedYfAEhKq1ZJr7xi7WHDpF12iXrZrFlOe+JED/oFoF0IXgBct+OO9hpBslkyq1c3nTjiCOeiZ5/1vF8AkFRefdV5Aj3iiKjru4JBZ1CsZ0/pV7/yrHcANoDgBcB1aWnSpEnWXrUqbM/k3XaThg619ssvhyUyAEAr4TeowmcMhPn6a2fm9n77OVsmAkg8ghcATxxyiNNungaTlua8eFi1SnrtNc/7BQBJIRh0glePHjHnED7/vNM+9FAP+gWg3QheADwR/hohYp0X0w0BYMPmzZP8fmvvv780cGDUy8JrbxC8gM6F4AXAE1tsIY0da+0PPpAWLWo6kZsrde9ubQpsAEB07Zhm2NDg1N7Ycktp11096BeAdiN4AfBMaJ2XFHZXNiND2ndfa8+b52w+AwBwPPWU0w6fKRDmjTeklSutfcghMfdWBpAgBC8Angm/Sfvf/4adOOYYp11e7lV3ACA5/PKLszlXVpaVio3i8ced9pFHut8tABuH4AXAM/vtJw0ebO3nnrN6GpKkvDznIoIXAER64gmpsdHaJ50UdSirsdEuk6TevWMOigFIIIIXAM907y4de6y1V64Mq244YoS0117W/vhj6csvE9I/AOiUZs502iedFPWSt9+WFi609qGHSv37e9AvABuF4AXAU8cf77RDd2clRb6YYNQLAMzPPzvTDEePlnbfPepl4dMMTzjB9V4B6ACCFwBP5eY6d2Kfekpat67pRPh0w/C7uwDQlT3++AanGQaDTvDq3l06+mgP+weg3QheADzVu7dTZGPJEqvCJUkaPlzaZx9rf/qp9PnnCekfAHQq4Tei8vOjXjJnjvTtt9aeOFEaNMiDfgHYaAQvAJ5juiEAtMPChdJrr1l7222l3XaLetljjzntE0/0oF8AOoTgBcBzRx4p9exp7fLyGNMNH3nE5s8AQFf1n/84z4NtTDMMDYqlpzsFjAB0PgQvAJ4bONDZY2bhQun555tODBsmHXywtefNk956KyH9A4CECwal++5zjn/966iXvfmm5Pdbe+JEaYstPOgbgA4heAFIiDPOcNoPPBB24swznfa993rVHQDoXObMkT75xNp77x1z0+QHH3Tap5/uQb8AdBjBC0BCHH64NGSItZ98Ulq8uOnECSdIGRnWnjlTWrYsIf0DgIQKH+0KvyEVZuVKZ5rhgAGR62cBdD4ELwAJ0b279NvfWnvtWunf/2460aePdMop1l65UpoxIyH9A4CEWbXKeVLs2zfmpsn/+59zbyo/3y4F0HkRvAAkTPh0w/vvDzsRfnf37rs96w8AdArl5VJdnbXz821hbBTh0wxPO82DfgHYJAQvAAmz007SHntY+8MP7U2SNH68Uzb5/ffDTgBAF1Ba6rTPOSfqJT/+KM2aZe1ttpH239/9bgHYNAQvAAkVPurVvKQhLU0691znxF13edonAEiYTz6R3n7b2jvv7Gws38LDD0uNjdY+7TQrJQ+gc+PPFEBCnXyy1Lu3tR96SFq+vOnEr38t9etn7X/9S1qyJCH9AwBP3XKL0y4oiLp3V2Nj5CxsphkCyYHgBSChfD6nlkZdnd3FlWQlus46y9orVzLqBSD1LVxoN5okq+4aoz78rFnS119bOzdXys72qH8ANgnBC0DC/eEPTvv2223fUEnSxRc782duu01avdrrrgGAd26/XVqzxtrnnms3oKIIHxQ7/3wP+gUgLgheABJu7Fhp332t/dln0iuvNJ0YNUrKy7P2zz9LjzySkP4BgOtWrJDuvNPaPXpE3pEK8+WX0nPPWXubbaRjjvGmewA2HcELQKdw4YVO+7bbwk78+c9O+6abnNXkAJBK7r9fWrrU2qeeKg0bFvWy8OfHP/xB6tbNg74BiIu0YLB5Ug8k1dfXKyMjQ3V1dRoYY98MAPG3dq0NcP3wg80u9PulkSObTh5wgPTGG9Z++mnpyCMT1k8AiLv166Vtt5Xmz7fjjz6Sdt211WVLl0pbb23LXvv1k77/3tbJAnBPPLMBI14AOoUePZwK8o2NzowbSZGjXjfe6Gm/AMB1TzzhhK5DDokauiTpnnssdEm2FQehC0gujHi1wIgXkDi//CINH25ryzMzpe++a6oo39go7bij9NVXduH770sTJiS0rwAQF8GgtOee0uzZdvzii9KkSa0uW7tWGj3anhclae5cabvtPOwn0EUx4gUgJW2xhe3rJUm1tXZ3V5LNPQwf9Zo2zfO+AYArnnvOCV277Wb14aN45BEndB15JKELSEaMeLXAiBeQWJ9+Ku2yi7WHDbO1Xj17SmposDUQCxbYyffek/bYI2H9BIBN1nK0q6JCOvHEVpetX2+D/vPm2fFbb0n77ONhP4EujBEvAClr552d8sg//ODsJapevaQrrnAuvOoqr7sGAPH17LNO6Np1V+n446NeVl7uhK6DDiJ0AcmK4AWg0ykqctrXXWdrGyTZavIRI6z93HPSu+963jcAiItgMPIG0lVXORvGh2lslK691jn+y19c7xkAlxC8AHQ6e+3lLHPw+8P2Te7ZM3LUi7VeAJLV009LVVXW3n136bjjol725JM2BVuS9t7bRrwAJCeCF4BO6cornfY110jr1jUd/O53zgZfzz8vvfOO110DgE0TbbQrLS3qZddc4xz/5S9RLwOQJAheADql/faTJk60dk2N9O9/N53o2TNyrs3ll9urEwBIFo89JlVXW3vsWGdhawsvvCDNmeNcdvjhHvUPgCsIXgA6rfBRr2nTbH8vSdLpp9uGNpL06qu2QB0AksGaNXbDKOSaa2KOdoUPijHaBSQ/gheATmv//Z1RL79fKi1tOtGjR+T8mz/+MSyVAUAndsstTonCAw6IOYz1v//ZrhmSVXuNsQQMQBIheAHo1IqLnfbf/ibV1TUdnHSSzUeU7EXMLbd43jcA2CgLF0pXX23ttDTp5pujDmOtXx85KHbddVELHgJIMvwZA+jUxo2TTj3V2osXSyUlTSfS0qRbb3VetFx9tb2oAYDOqqhIWrbM2uecYwu3orjvPumLL6y9zz7SUUd51D8ArkoLBlmVHi6eu1MDiI/586UddrDZhL172wDX1ls3nSwokMrKrP2730n335+obgJAbO+/L+25p7V9Pumrr6TNN2912bJltoT1l1/s+I03nMF9AN6LZzZgxAtApzdqlHTBBdZevTqy6IauuUbKyLD2Aw/YixsA6EwaG6U//ME5njYtauiSbHp1KHTl5RG6gFRC8AKQFK64wm4SS5avPvmk6cTmm9vir5ALL7QXOQDQWfzrX85NoZ12ks47L+plCxZIN91k7R49pOuv96h/ADxB8AKQFDIzncXmjY1SYWHYyfPOsxczkpUB+9e/PO8fAERVXy9ddplzfMstlqqiuPxyG9WX7B5SdrYH/QPgGYIXgKTxhz9Iw4db+7nn7E2SvYgJr2p46aXSkiWe9w8AWvnrX53CP8cdJ+XmRr3srbekhx+29uDBkfvEA0gNBC8ASaN3b2n6dOf4wgulhoamg9xc6cQTrb1okYUvAEik996TbrvN2n36OPMIW1i7NnL24bRpztRqAKmD4AUgqZx6qm2sLElffx1WXl6y8vKhikP33y+9/LLn/QMASZamzjlHChWPnjZNysqKeulttznrVseNk84916M+AvBUSgWvyspK5efnq6ysTJWVlSosLFRFRUWiuwUgjtLSpNtvl7p1s+Nrr7WqzJKkrbaK3HF5yhRp5UrP+wgAuvFGJ02NHSv98Y9RL/v+e6dSa1qa9M9/Os9vAFJLSgWvQCCgyspKFRQUqKCgQNnZ2crLy0t0twDE2a67SpdcYu2GBrs73Lwj4ZQpTv3lmhpbXwEAXvr8c+mqq6ydni7dfbfUvXvUS//4R2n5cmufe640YYI3XQTgvZQKXpI0f/58BYNB1dTUaMqUKYnuDgCXXHmltM021n7lFemhh5pOhF7k9Oplx//4h/Tmm4noIoCuaN066fTTbcd3SfrTn2z+YBTPPy+FJuZssYWN4ANIXSkXvDZWQ0OD6uvrI94AdH79+tmUnJA//UlavLjpYIcdbGNlyYbCzjhDWrHC8z4C6IJKSqSqKmvvsEPkPoNhVq2Sfv975/jGG6VBgzzoH4CESbngNXPmTFVUVKisrEyFERv9RDd9+nRlZGQ0vw0P1aoG0Okddph08snWXrLEmX4oyebv7L23tb/+Wioq8rx/ALqYjz+OnGL4wANWjjWK66+X/H5rH3CA9JvfeNJDAAmUFgw2r4xIev6mZ7CspqpBZWVlmjVrlsrLy2N+TENDgxqa61FL9fX1Gj58uOrq6jQwVB0NQKe1cKG0445SIGDHTz4pHX1008m5c6Xdd3d2JH36aenIIxPQSwApb+VKW6D1+ed2XFho6SqK6mppzz1tVmL37tKHH0pjxnjXVQDtV19fr4yMjLhkg04bvCoqKjRjxowNXldUVKScnJyo5wKBgAYNGqSlS5fK184NMeL5zQXgjfvvl84809pDhkiffWYbkEqyOs0XXmjtzTazO9JDhyaknwBS2LnnSqWl1t51V9vDK8po16pVtuTriy/s+IornJnRADqfLhG8OqKioqJVFcO0tDTNmTMnZjhrieAFJJ9gUDrmGBvQkqTJk6X//CfGyYkTpRdftGlAABAPjz0mhV5/9OkjzZljQ/FRXHSRbTkoSTk50jvvSD17etRPABstntkgZV55BAIB5efnN083DD0mOVMPAaSmtDSprEzKzLTjGTPsrfnk/fc7o1wvvSTdcENC+gkgBX33nXT22c7xrbfGDF2zZjmhq3dv6eGHCV1AV5Iywcvn82nq1KkRIausrEx5eXntnmYIIHkNHSrdeadzfP75tv5Lkk0xfPhhC2GS9Je/2DQgANgU69ZJv/61s8j0pJOks86KemltrfS73znHJSUx8xmAFJVSUw0DgYDKysqaj5csWaLi4uKN+hxMNQSS2+TJ0syZ1j7qKCu2EcpbuuIK6brrrD1qlPTBB1JGRkL6CSAFXHWVNG2atUeOtCoZUW72BoNWgTX03DRpku3hxYxnoPNjjZeLCF5Aclu8WNp5Z+nnn+24rEw655ymk2vXWt3md9+141NOkR55JCyZAUA7vf66dNBBUmOj1K2bHe+zT9RLH3nEKRc/aJD0ySfSsGEe9hVAh7HGCwBi2Gwz6e67neOLLrIqh5KkHj2kf/9bCj1xPvqodMcdnvcRQJL74QcbwmpstONp02KGrm++idwo+a67CF1AV0XwApByjj5aOu88a69aJZ14orRsWdPJUaOke+5xLr74Yiu4AQDtsWqVdNxx0k8/2fHBB0uXXRb10jVrbNlXXZ0d/+Y3dgygayJ4AUhJN91keydLto/yWWfZOgtJUn6+NHWqtdevt+N58xLRTQDJJBi0TQOrqux45EgbOe/WLerlhYXS7NnWzs6Wbr/do34C6JQIXgBSUp8+UkWFUzujvFy65ZawC667zqpvSNLSpTZMFqpMBgDRXHuts0lg//7SU09JW2wR9dL//le6+WZr9+xphTWo5QN0bQQvACkrO1t66CHn+NJLpbfeajro1s1WvI8ZY8dz59qajXXrPO8ngCTw+OPSX/9q7bQ0e/7YZZeol371lXT66c7xP/5hmyUD6NoIXgBS2jHHOMsv1q2z9RWhiocaONDqzQ8ebMcvvGDpDADCffih9NvfOsfXXWdPLlEsWyYdf7xUX2/HJ53krDkF0LURvACkvKuvtqrPkvTjj1ZFvnlgKytLeuwxqXt3O7755sjiGwC6tp9/tpC1cqUd/+Y3tngritASsM8/t+MxY6R772XHCgCG4AUg5XXvbuvfhw6141dekf7v/8IuOPBA6c47nePzz7c9eQB0bQ0NNny1YIEd77mn7VcRI0mVlNjaUsnWcz3xhC0FAwCJ4AWgixgyxApshAa2pk93XiBJsl2WL7zQ2mvXSiecYAs1AHRNjY3SGWdI77xjx1tvbRUzeveOevkzz0iXX+4cP/ywtO227ncTQPIgeAHoMvbdV7rhBuf4tNOk998Pu+Cmm6RDDrH2kiXWDt3pBtB1BIPSH/9oQ+WSlUn93/+kLbeMevlHH0Xup3zVVU7RVAAIIXgB6FIuusgCl2T7oB51lOT3N53s3t1qPu+2mx1/+600aZL0yy8J6SuABPm//5NuvdXa6enSjBkxyxL+9JM9jyxfbscnneQUPwSAcAQvAF1KWppUVmbLuiRp0SLp8MNtgEuSLcx4/nlp9Gg7njtXOvRQ9vgCuoobbpCuucY5vu8+2+cvipUrre7G99/b8Z57Sg88YFkNAFriqQFAl9Orly1633FHO/7qK+nYY20ETJJNJ6qstDUdkpWSPuII55Y2gNRUWipNneoc33pr5IZcYRobrcJ8VZUdjxxpsxH79PGgnwCSEsELQJc0aJD03HPOko233rIpiKE1Gho50sLX5pvb8TvvWHWz1asT0l8ALvv3vyM33LrmGukPf4h5eWGh7aksSQMGSE8/bUV8ACAWgheALmvkSKtE1q+fHVdURN7s1vbbS7NmST6fHVdW2gr6tWu97ioAN/3vf3bnJRi046lTI0sUtvCPf0g33mjt9HRbGrrzzh70E0BSI3gB6NJycqzMfLdudnzTTdJtt4VdsNtu0rPPOunsf/+zEtPr13veVwAuqKy0ihihv+lzz5Wuvz7mXl2PPipdcolz/M9/Socd5kE/ASQ9gheALu/wwyP3T77oIqeKtCRp770tcPXsacePPCKddRbhC0h2L71k1THWrLHjX/9auuOOmKHrqaecqqiSlY2fMsX9bgJIDQQvAJC9eLriCmsHg/bi6umnwy6YODFyB+YHH7SV9Uw7BJLTc89ZtcJQVZ1jj5Xuvz9mScJZs6S8PGndOjsuKLCq8wDQXgQvAGhy9dX2YkqyF1d5eVZZvtkxx9hijlD4evRRK7jRXA4RQFKYMcP+nkN/u6G/7R49ol7++uuWy9o5MAYAURG8AKBJWpq9mDrlFDtuaJCOO0568cWwi44/3kqZ9eplx888Yws86uq87i6AjigttT/y0NBVfr6NZoemErfw3nvSkUc6Ge3EE22vrtC6UABoL4IXAITp1k166CF7LSZZ+Dr2WJtm1Ozoo20orH9/O379dengg203ZgCd1/XXW/GMUPXCs8+2kesYoeuDD+y+SmgLvyOOsKrzoUFvANgYBC8AaKF7d6ufceKJdrx6tc1EeumlsIt+9SvplVekwYPtuLpa2n9/acECr7sLYEOCQdt4q6jIeezSS6WysphDV59+Kh1yiBQI2PHBB9uWEzEyGgBsEMELAKLo0cNZwiVZ+Dr6aOnll8MuGj9eeuMNadgwO547V9p3X+mrrzzvL4AY1q+3xZslJc5j06fbcYxFWh99ZPdWFi+24333tcKmffq4310AqYvgBQAx9Ogh/ec/NtVQsjUeRx3VInztuKP01lvS6NF2vGCBtN9+0pw5nvcXQAsNDbae6+677TgtTbrrLumyy2J+SFWVjW4tWWLHEybYUs7QzGIA6CiCFwC0oWdPK3Z29NF2vGqVrfN45pmwi0aOlN580zZblmyt14EHSk8+6Xl/ATRZtEiaNMkKZ0g2h/jRR53SpVG8/LJ00EFSba0d7723re/MyPCgvwBSHsELADagZ0977RYKX6Fqh//5T9hFQ4ZIr75qo12StGKFXXTttc5CfgDe+OgjG6p64w077tvXboRMnhzzQx5/3DZTDxXSOOAA6YUXCF0A4ofgBQDt0KuX9Nhjzuu2detsBtM//hF2kc9nt8dPPtmOg0HpL3+xC1eu9LrLQNf02GPSPvtI335rx0OHSq+9ZqkqhnvvtUqmoX26QoVLBwzwoL8AugyCFwC0U48eVu3w7LOdxy65RPrTn6TGxqYHeve2etPXXuss3J8xw0bCvvvO8z4DXUZjo3TllbbzeehGxx572KKt8eNjflhJif1Nh/6GTz/dRr8opAEg3gheALARunWzCtRXXuk89ve/S6eealMQJVnguvxyK4MWWpH/wQc29enNNz3vM5Dyli+3wPW3vzmP/fa3NtK11VZRP6SxUZo61arMh1xyiXTffezTBcAdBC8A2EhpadJVV1kAS296Fp0xwzZarasLu/Doo6V335Wys+34l1+sXNo993jdZSB1zZ9vUwufeMKO09OlG2+UHnzQRqCjWL1a+vWvpRtucB677jr7sHReGQFwCU8vANBB55wTubfPq6/aHso//BB20Zgx0vvvSxMn2vHatfaBf/iDtQF03Cuv2EjyJ5/YcUaG9PTTNv83xh5dixdLublOcZy0NKm01PZWjvEhABAXBC8A2ARHHWWv/TbbzI4/+cRKUH/0UdhFmZm2Uv/CC53Hbr/dyqb5/Z72F0gJ69bZtMLcXGfDre22k957r80iGl98YX+fb71lx3372s2TKVM86DOALo/gBQCbaM89pbfflrKy7HjBAmnffa24WrPu3aVbbrHyaT162GPvvivtvrtV7ADQPt9+a5ttXXmlUxHj0EMtdG2/fcwPe/pp+1v9+ms73nJL6fXXnW0iAMBtBC8AiINtt7Xwteeedrxiha31v+wyuznf7MwzrcBGKKUtWyb95jdWCKC+3vN+A0llxgzbqDxUpCY93RZcPvOMbecQRTBo67eOOcb+3CT7FO+9J40b50mvAUASwQsA4mbIEJt2eOqpzmPFxVZ0Y9GisAv32MOqHP72t85jDz9so1/vvutVd4HksWyZdMYZtkdeqILNyJE2ZHXllVZuNIoVK2wbvSuucPYxz8+3qYYjRnjUdwBoQvACgDjq08cy1M03O68FX3rJ7qxXVYVdOHCg9NBDNs1w4EB7bP582+/rmmuk9eu97jrQOc2eLeXkSA884Dx2yim2kHLffWN+WE2N/TnNmOE8ds01dtyvn3vdBYBYCF4AEGdpadJFF0kvv2yjYJKt+9pvP1viFeHUU6UPP7QV/5IFrr/+1daw1NR42W2gc1m71pLSPvs4C7P693duWGRkxPzQxx+3rPbhh86H/e9/NvJF5UIAiULwAgCXHHCAVF3tZKqGBunss6WCgrDNliVp1CibMvV//+dsIvTGG9Iuu1hBjlABAaCr+PhjWzD51786iyT32MOS1G9/GzM9rVljmyCfeKKzZHK77WwG7zHHeNN1AIiF4AUALtpqK9vf6/e/dx4rK7P9vr75JuzC7t2ladOk116TttnGHlu1Srr4YktwX33lWZ+BhFmzxsrEjxtn6yAluxlxxRVWUCO0GXkUCxZIv/qV9I9/OI9NnmxTfMeMcbfbANAeBC8AcFnPnrZt14MPSr1722OzZ1tltYcechb9S7L5iJ98Il1wgfPYW29Ju+4qXXutvTAFUtHbb1vguvJKZ5Rr552t/OA11zjbMETx3/9abZp33rHjnj2lO+6QHn1UGjDA9Z4DQLsQvADAI6edFrnfV329dPrpVnZ+8eKwC/v3l267zYbKQnf4Gxqkv/xFGjvWKaUNpIJAQDrvPCuU8emn9li3bvb7XlUljR8f80NXrpTOPVc6/nipttYe22Ybu1dx/vms5wLQuRC8AMBDY8fauq/TT3cee/xxu7H/zDMtLj7wQKvc9qc/OSUSP//c5imefbb088+e9RuIu8ZG6V//knbcUbrrLufxceNsSPjqq6VevWJ++DvvWAGN0lLnsRNPtL+vNrIaACQMwQsAPJaRYZWxH3tMGjzYHvv5Z+moo6zwxvLlYRf36yfdeKO9EA1/NXnvvbZr8403Mv0Qyefdd63qzGmnSQsX2mP9+9s+DO+9Z3coYli1Srr0UpuVO3euPda3r3T33VJ5uTRokPvdB4COIHgBQIKccILNrDriCOexsjJbq/L22y0uHjvWXqzecouz79eyZfYKdMwY6cknWywWAzqh77+XfvMbC13vv+88fuyxNpp70UUxN0OW7E9g7Fi73xAq9rnHHtKcOTYIzNRCAJ0ZwQsAEmjLLaWnn7bpUqFNXUMbv150kWWrZt26SRdeaBUOw19lfv21vXA99FDps888/xqADVq1yqYObr+97cEVMmaM9OKLVh1j+PA2P/zSS20ZWGiUq2dP6frrbT3XDju4230AiAeCFwAkWFqaNGWKLecK7fkVDEq33mprv559tsUHDBli86rmzLFS8yGzZlmpxAsuaFGtA0iQYFCaMcOS0f/9n1XDkKTMTCv1+eGH0qRJbX6Kd9+1tVwtR7k++EAqLLSdGAAgGRC8AKCTyM62fZNvuEHq08ce++476cgjpVNPjVJLY+xYq3xYXi6NHGmPrV9vdbSzsmxfsLo6L78EwASD0vPPSxMmSCefbL/IkjNqO2+ebW7XRmqqr7fNkPfdV/ryS3usZ09p+nQb5dppJw++DgCII4IXAHQi3bpJf/6zrf3KzXUef/RRm6V1552WrZqlpVk9+i++sL2OQvMVly2TrrrKamtPm2YluwG3BYM2RLvXXtLhh9uobMihh0off2zrFDMzY36Kxkbb82677Wwz5NAo1/jxVrHwsssY5QKQnAheANAJZWXZ0pcHHnBeo9bV2SDBnnta4bcIffpIV1xhC2AKCpwCBYGAE8CuuooABncEg7Yfwp572hBteOGM3Xazc889t8Fhqvfft+m2v/udM8Lbu7d03XVWPn7MGPe+BABwG8ELADqptDTb7+vLL+2FaMicOTagcOqp0rfftvigYcNsT6S5c6UzznACWF2djXyNHGlrbVgDhnhobLSKmnvsYfshzJ7tnNtlF5sGW11tpTvbKDm4cKF05pmW28Iz2/HHW7HDoiJGuQAkP4IXAHRym28u3X+/rf/aeWfn8dD0w8sui7KUKztbuu8+q4B41lnOq9b6eqsuN2KEdN55Tok4YGOsXGkBf8cdraJmVZVzbrfdbJO6Dz+0abDpsV9qrFkj3XSTTSu8/37n8Z12sloxjz8ujRrl3pcBAF4ieAFAkthvPxs8uO02Z+PlhgapuFgaPdrWf61b1+KDsrKke+6xAHbOOU4AW7XKXjjvsIN0zDFWpIN9wLAhCxdKf/2rE9y/+so5t/vu0hNP2C/pCSe0GbgaG62q/Pbb25rG0LYJGRm2h/KHH0aucQSAVJAWDPI/bbj6+nplZGSorq5OA0OblAJAJxMI2LqXW26xUYOQHXawqohHHhljZte339or23vukZYvjzyXk2Nl5E46SerRw8XeI+l8+qn0979bWgr/hZOkgw6y35uYv3SOULHDoiLbPiEkLc22prv2WhvhBYDOIp7ZgODVAsELQDL55ht7Efuf/0Q+vv/+NqPwwANjfGBdne0Fdsst0vffR54bNsymJ551lo1soGtas8Y2Ni4rk156KfJc9+7S5MkWuHJy2vXp3n3XpsW+9lrk45Mm2UbI7fw0AOApgpeLCF4AktF779lr4Lffjnz84IOtlsYBB8QYjFi7VqqosIU24aW/JfuAww6zqgdHHy316uVa/9GJfPqpldN86CFp0aLIcz6fVc284AJp663b9ek++US68kqbhRhu/HgLXBMnxqXXAOAKgpeLCF4AklUwaDUN/vKX1jUz9tvPHj/kkBgBLBi06h1//7v01FPO5kkhmZnSr39tlRLHjnXta0CCLF1q1Vruvz+yUEbI6NG28fEZZ0j9+7frU775plRSYr9O4bbd1qYU5uVtcGYiACQcwctFBC8AyW79ensNPW2a9PXXkefGj7cAdvTRbdQ++P57ewF+zz3Sd9+1Pr/LLrYOLD/fqiMgOS1bZvtrlZfb+4aGyPM9e1qRjHPOkX71qzaLZYQ0NlrQKilpPfo6dKiNfJ15JksIASQPgpeLCF4AUsW6ddKMGTa68MUXkee220666CLptNPaGMBYv1565RULYY8/Lq1e3fqaXXaxAJaXZ6XF0bktW2bJqLzcqlxE+5mOHWsjW6ee6pTP3ICGBqu7ccMNtu9cuK23lv70J5uh2KdPHL4GAPAQwctFBC8Aqaax0dbXXHONlekO5/PZgMYFF2ygjkYgYCnugQesSkI0Y8ZYCDv+eAtkzCPrHGprpeeec8JWy5EtSdpiC+mUUyxw7bZbuz/14sXSvfdKt94q/fhj5LkxY6SpU6WTT7bBMwBIRgQvFxG8AKSqYFB69lmro/HKK5HnunWzvHTxxdI++2wgM333nRXkKC+PHcKGDbPCHIcfbhsyZWTE68vAhjQ2WqGU556zoPXee63X7EnSkCHSiSdaWN5/f/slaIdgUHr/fds3bsaM1jnugAMscB1xBNkbQPIjeLmI4AWgK/joI6skH21bpvHjbVrY5MnSgAEb+EQLFlhFj/Ly1ot6Qrp1szR3+OH2tuuu7VovhI2waJH04osWtl54wYaiotlySyds7bdfu8OWJK1caWsH77zT9kgOl5Zmwf3SS6W99tqErwMAOhmCl4sIXgC6kp9/lkpL7cX0zz9HnuvXz8LX2Wfbi+kNjl58/73NaXz2WenVV6OvH5Js3dC++9ooy3772QZOzEXbON9+a2UD33jD3j7/PPa1O+1kgfeYY+z7vhFhS7IKmaWlttQvEIg8N2iQFcs491wrfAgAqYbg5SKCF4CuqKFBmjlTuvnm1qMZktXNOP106Te/sVmEG7Rqle2UG5ru9tVXsa/t00eaMMFGxfbe24LYsGHMUwtZscI2w3rvPRtVfPvt1pteh+vf36Z3Hn64dOih0siRG/1P/vSTTSP897+l2bNbnx83Tvr97239FgUzAKQygpeLCF4AurJg0ILXvffaNMT6+sjz6em24W1+vnTccdLmm7fzE/v9FsBeeMFGampr275+0CCbkrjrrlbsYdddrVpD374d+bKSQ2Oj9M030scf29tHH9n7mhr7wcTSrZuF1YMOsrC1zz4dGkEMBGzW6KOPSi+/3Pqf7NXL6m+cf77lZADoCgheLiJ4AYBZudJqaNxzj81mayk9XTrwQKskf/zxtk9TuzQ22vy1N95wpst9882GPy4tzeazjR4tZWdLWVnO+6ys5AhljY3SDz9YmPL77X2o/cUX0vLlG/4c/frZ3M/QVM299rLHOmDpUqfg4bPPtl7vJ0m7727bDpx2WrurywNAyiB4uYjgBQCt+f3SQw/Z2/z5rc+npdnyoRNPtJGwbbbZyH/gp5+kd96x6XShEZ+W9ck3ZOhQm1a35ZZWsW/IkMj2kCFSZqZNxYvnmrLGRpsOWF8v/fKLtHChLZhr+fb99/bNi5ZuYunTR9p5Zxvxy8mx0aydd5a6d+9wd/1+6ckn7e311227tpays20br1NOYXs2AF0bwctFBC8AiC00FbGiwt6+/jr6dTvsYNXkDzvMRsV69+7AP7Z4sa1tCk25+/hjKyKxatUmfQ2SpB49bJSof//I9z16xP6Yxkb7t5cvt6C1fLm9xaM/aWkWGkPTK0NTLLOzN7oYRkvr10tVVU7Y+vTT6NdtuaWt2Tr1VKtsyRI7ACB4uYrgBQDtEwxaLgqFsC++iH5dnz7Sr37lBLFtt92EF/XBoI0ohabptXzfsjRjZ9KnT+T0yPD322xji6jiIBiUvvxSeukle3v11dbVCEOys6Vjj7WChxtZXR4AugSCl4sIXgDQMZ9/Lj3+uNXQeOed6Hv2SlawMLQ8af/9beZc3Lb1WrPGpvuFpve1nPYXCESOVoXaK1ZEn3MXTd++0UfL+veXttgi+hTHIUOkgQNdGUYKBm1P65dftqD18ss2czOatDRbEhYKWzvswMgWALSF4OUighcAbLqlSy0EPP+8vf3wQ+xrMzJsfVgoiI0d2+FaER0XDFpN/Q2Fr969Ez4sVF8vzZkjvfuuLYl77z3Ll7EMHmwjjkccIR15pGVAAED7ELxcRPACgPgKBm1d0fPPSy++aKNhK1bEvj5UvDC0zCn0NmJE1xqdCQYtsH7xhfTZZ7a2bvZsKwjZ1v/c/fpJBxxgZf8PPti+d3EbUQSALobg5SKCFwC4a9066cMPI6vJL1q04Y/LyLD1YbvuGllVfvRom8WXrFaulBYskObNs+maX3zhvF+2bMMfn5Eh7bGHjRpOnGjteBZtBICujODlIoIXAHgrGLTQ8cYbNhr20Uc2QrZ6dfs/x+abWwAbNcqqyg8dasuswts+n7cjZo2NtqRs8WJpyRKbDvjdd9K339pbqN2e0BnSo4eNYI0fL+25p63X2m47RrQAwC0ELxcRvAAg8dats1L1H30U+bZkycYFsnC9e9t6p4EDpQED7H14e8AAKyyYnm7LuLp1c9rp6fa2Zo1Vj1+9uvX7FSusf0uWWNiqrY1dYKQ9Ro2yPbR22sneQtt5xan4IQCgHQheLiJ4AUDnVV9vVeO//trewtttFfDojNLTpa22srVrI0dGBq3tt09AgREAQCvxzAbd49QnAABcN3CgVT0cO7b1uZUrpe+/t1LqCxfa+5btpUstvLVn7VRHDRhgI2ubbRb5fvPNnZA1YoS09dZt79cMAEgtBC8AQEro29fWO2233YavbWy0qYH19c7bsmU2lbCx0arKR3vfq5dNWezTp/X7Pn2kQYOYCggAiI7gBQDoctLTbWRqwADb0BkAALdRBwkAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlyVdOflAIKCZM2eqvLxcs2bNanW+pKREPp+v+dqpU6d63EMAAAAAiJRUwau6ulpVVVUKBAKqra1tdb6kpESSNGXKFElSZWWlCgoKVFpa6mk/AQAAACBcWjAYDCa6ExuroqJC06dP15w5cyIeHzRokObPn9884iVJaWlp2pgvsb6+XhkZGaqrq9PAgQPj1WUAAAAASSae2SBl1nj5/X4FAoGI0BVSWVnpfYcAAAAAoElSTTVsi9/vj/q4z+dTIBCI+XENDQ1qaGhoPq6vr4931wAAAAB0cSkz4hVLZmZm1PVgIdOnT1dGRkbz2/Dhwz3sHQAAAICuIGEjXhUVFZoxY8YGrysqKlJOTk6H/522Qlfo819yySXNx/X19YQvAAAAAHGVsOCVl5envLy8uH2+rKysqI8HAoGY5ySpV69e6tWrV9z6AQAAAAAtpcxUw6ysLPl8vqhrvXJzcxPQIwAAAAAwSRm8Yk0fLCoqiqhgWFFR0bynFwAAAAAkSlLt4+X3+5vXhlVXV2vq1KmaMGFCxJTFkpKS5qmFs2fPVnFx8Ub9G+zjBQAAAECKbzZIquDlBYIXAAAAAIkNlAEAAAAgqRC8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlyVd8AoEAiorK9OkSZNanausrFR+fr7KyspUWVmpwsJCVVRUJKCXAAAAAODonugObIzq6mpVVVUpEAiotra21flAIKDKykpVVFQoKytLhYWFysvLS0BPAQAAAMCRVMErJydHOTk5bY5izZ8/Xz6fz7tOAQAAAMAGJFXwckNDQ4MaGhqaj+vr6xPYGwAAAACpKOWC18yZM5WZmana2lrV1NSouLi4zeunT5+uadOmedQ7AAAAAF1R0hXXaEtOTo5yc3OVl5enKVOmKDs7W/n5+W1+TFFRkerq6prfFixY4FFvAQAAAHQVCRvxqqio0IwZMzZ4XVFRkXJyctr1ObOysiKOTzrpJBUUFCgQCMRc99WrVy/16tWrXZ8fAAAAADoiYcErLy8v7hUHKyoqIj5nKGz5/f52hzcAAAAAiLeUmWoYCASUn58vv98f8ZjUeiQMAAAAALyUlMEr2h5ePp9PU6dOjQhZZWVlysvLo7w8AAAAgIRKqqqGfr+/eW1YdXW1CgsLNWHChObphUVFRSopKWm+fsmSJSovL09UdwEAAABAkpQWDAaDie5EZ1JfX6+MjAzV1dVp4MCBie4OAAAAgASJZzZIyqmGAAAAAJBMCF4AAAAA4DKCFwAAAAC4jOAFAAAAAC4jeAEAAACAywheAAAAAOAyghcAAAAAuIzgBQAAAAAuI3gBAAAAgMsIXgAAAADgMoIXAAAAALiM4AUAAAAALiN4AQAAAIDLCF4AAAAA4DKCFwAAAAC4jOAFAAAAAC4jeAEAAACAywheAAAAAOAyghcAAAAAuIzgBQAAAAAuI3gBAAAAgMsIXgAAAADgMoIXAAAAALiM4AUAAAAALiN4AQAAAIDLCF4AAAAA4DKCFwAAAAC4jOAFAAAAAC4jeAEAAACAywheAAAAAOAyghcAAAAAuIzgBQAAAAAuI3gBAAAAgMsIXgAAAADgMoIXAAAAALiM4AUAAAAALiN4AQAAAIDLCF4AAAAA4DKCFwAAAAC4jOAFAAAAAC4jeAEAAACAywheAAAAAOAyghcAAAAAuIzgBQAAAAAuI3gBAAAAgMsIXgAAAADgMoIXAAAAALiM4AUAAAAALiN4AQAAAIDLCF4AAAAA4DKCFwAAAAC4jOAFAAAAAC4jeAEAAACAywheAAAAAOAyghcAAAAAuIzgBQAAAAAuI3gBAAAAgMsIXgAAAADgMoIXAAAAALiM4AUAAAAALiN4AQAAAIDLCF4AAAAA4DKCFwAAAAC4jOAFAAAAAC4jeAEAAACAywheAAAAAOAyghcAAAAAuIzgBQAAAAAuI3gBAAAAgMsIXgAAAADgMoIXAAAAALiM4AUAAAAALiN4AQAAAIDLCF4AAAAA4DKCFwAAAAC4jOAFAAAAAC4jeAEAAACAywheAAAAAOAyghcAAAAAuIzgBQAAAAAuI3gBAAAAgMsIXgAAAADgMoIXAAAAALiM4AUAAAAALuue6A5srJKSEklSTU2NJKm0tLTVeZ/PJ0kKBAKaOnWqp/0DAAAAgJaSKngVFhaquLi4+bigoECTJk3SrFmzJDmhbMqUKZKkyspKFRQUtApnAAAAAOCltGAwGEx0J9ojEAgoPz9f5eXlzSNa1dXVGjdunGpqapSVlaVBgwZp/vz5zeclKS0tTRvzJdbX1ysjI0N1dXUaOHBgnL8KAAAAAMkintkgqUa8qqqq5Pf7lZOTI0nKysqSZKHM7/crEAhEhK6QyspK5ebmRv2cDQ0NamhoaD6uq6uTZN9kAAAAAF1XKBPEY6wqaYKXz+fT0qVLIx6rrKyUZAGsqqoq5scFAoGYn3f69OmaNm1aq8eHDx/e8c4CAAAASBlLlixRRkbGJn2OpAle0UyfPl2lpaVRR7lCMjMzVVtbG/N8UVGRLrnkkubjQCCgkSNH6rvvvtvkby46pr6+XsOHD9eCBQuY7pkg/AwSj59B4vEzSDx+BonF9z/x+BkkXl1dnUaMGKHMzMxN/lwJC14VFRWaMWPGBq8rKipqnloYrrCwUJMnT24upBFLW6FLknr16qVevXq1ejwjI4Nf8AQbOHAgP4ME42eQePwMEo+fQeLxM0gsvv+Jx88g8dLTN30XroQFr7y8POXl5XXoYysqKpSdnR0RukLrvVoKBAIxzwEAAACAF5JuA+XQuq5Q6AoV1sjKypLP55Pf72/1MbEKawAAAACAF5IqeFVXV6u6ulo5OTny+/3y+/0qKytrnnNZVFTUHMwkGxnb0FTElnr16qUrr7wy6vRDeIOfQeLxM0g8fgaJx88g8fgZJBbf/8TjZ5B48fwZJNU+XqNGjYpaoTD8SygpKWmeWjh79uyIDZcBAAAAIBGSJngBAAAAQLJKqqmGAAAAAJCMCF4AAAAA4DKCFwAAAAC4LGH7eHVmJSUlkqSamhpJUmlpaavzPp9PkhX9mDp1qqf9S3WBQEAzZ85UeXm5Zs2aFXGusrJSpaWlmjRpkrKysjRr1ixNmDChw3vCIbq2fgYSfwNe4/fee/yOJxa/897iOT/xeO3TObidAQheLRQWFkZUQiwoKNCkSZOa/whCP5BQmfrKykoVFBS0+sGgY6qrq1VVVaVAIKDa2tpW5wOBgCorK1VRUaGsrCwVFhbyxBNnG/oZ8DfgPX7vvcXveOLxO+8dnvMTj9c+nYMnGSCIZkuXLg3m5uYGly5d2vzYnDlzgpKCNTU1wWAwGPT5fBHng8FgkG9j/JWXlwdzcnKiPt7y+w93xPoZ8DfgPX7vvcXveOLxO+89nvMTj9c+ieNVBmCNVwtVVVXy+/3Nx6E9wQKBgPx+vwKBQPMQY7jwjZuBVMXfAFIdv+OAg78HdCVeZACmGobx+XxaunRpxGOhb2ZWVpaqqqpifly0jZ3hjpkzZyozM1O1tbWqqalhk2wPhT8hheNvwH383nuD3/HOg9/5xOPvofPg78FdXmUAgtcGTJ8+XaWlpVETbkjoDwHuy8nJkeTchSgrK1N+fr7Ky8sT2a0uj78Bd/F7n3j8jnuL3/nOjb8Hb/H3kBhuZICUDl4VFRWaMWPGBq8rKipq/qUOV1hYqMmTJzcvoouFJ5/oNvX7H03oSSfkpJNOUkFBQczh367OjZ9BNPwNtF9Hfib83icev+Pe4ne+c+PvwVv8PXjPrQyQ0sErLy+vw1VfKioqlJ2dHfENb/mLHxIIBGKe68o25fsfS0VFRcTnDD3h+P3+TQoOqSrePwP+BjZdR34m/N57h9/xzoHf+c6Bv4fOgb8Hb7mZASiuEUVoTmfoGx5aVJeVlSWfzxd1znNubq6nfeyKAoGA8vPzI77/oXm1/AfgDf4GvMfvvbf4HU88fuc7D/4eEo+/B2+5nQEIXi1UV1erurpaOTk58vv98vv9KisrU2ZmpiSb/hNevaSiomKDw5DYeNGGbn0+n6ZOnRrxRFNWVqa8vDyG2l0Qa/icvwFv8XvvPX7HE4vf+cTgOT/xeO2TWF5kgLSmGvSQpdpRo0ZFrU4S/m0qKSlp/gOYPXs2lWXiyO/3N6+Bqa6u1tSpUyN2Zw8EAiorK2u+fsmSJXz/42xDPwOJvwGv8XvvPX7HE4vfee/wnJ94vPZJPK8yAMELAAAAAFzGVEMAAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZQQvAAAAAHAZwQsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwBAl1RZWalx48Zp0qRJie4KAKALIHgBALqk3NxcFRUVqba2NtFdAQB0AQQvAECX5fP5Et0FAEAXQfACAAAAAJcRvAAAaJKdna1BgwapsLBQklRWVqZx48YpLS1NFRUVkqSCggINGjRIBQUFCgQCCewtACCZELwAAGiSl5en+fPnq7i4WJI0ZcoUzZkzRz6fT1lZWZKkcePG6aWXXlJpaSlTFQEA7UbwAgBAUklJiYqKiqKGqfLycuXn58vv9yszM1M5OTnedxAAkNQIXgCALq+wsLDNEazc3Fzl5uYqPz9feXl53nYOAJASCF4AgC4tEAioqKhIOTk5zWu7ohk3bpwCgYCqq6s97B0AIFUQvAAAXVpWVpZ8Pp/uvvtulZWVye/3t7rG7/crKytLpaWlys/PT0AvAQDJjuAFAIBsT68pU6aooKCg1bnS0tLm6Ya5ublRrwEAoC0ELwBAl1RZWani4mJVVVWppKREkk07rKys1KRJk+T3+1VSUqLs7OzmUvKSVFtbq7KyMhUUFDDtEADQbmnBYDCY6E4AAAAAQCpjxAsAAAAAXEbwAgAAAACXEbwAAAAAwGUELwAAAABwGcELAAAAAFxG8AIAAAAAlxG8AAAAAMBlBC8AAAAAcBnBCwAAAABcRvACAAAAAJcRvAAAAADAZf8PrH1m52+SnjwAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Initiate Fermi sea & k points in relevant shell\n",
    "\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import time\n",
    "import scipy.signal\n",
    "from scipy.signal import find_peaks\n",
    "\n",
    "# Enable LaTeX rendering (requires LaTeX installation)\n",
    "plt.rcParams.update({\n",
    "    \"text.usetex\": True,    # Use LaTeX to render text\n",
    "    \"font.family\": \"serif\", # Serif font for LaTeX\n",
    "    \"font.size\": 12         # Font size\n",
    "})\n",
    "\n",
    "# Parameters(hbar=1, m_e=1, Tc=1, k_B=1, making all quantities dimensionless)\n",
    "## hbar, m_e and Tc complete the units. \n",
    "## hbar = 1.0545718e-34 kg m^2 s^-1\n",
    "## Suppose effective mass m_e = 1e-31 kg(around 0.1 times bare electron mass)\n",
    "## Suppose Tc = 10 Kelvin = 1.38e-22 Joule(kg m^2 s^-2) = 8.62e-4 eV ~ 1meV is our energy unit\n",
    "## Time unit t_u = (hbar/(k_B*Tc)) = 7.64e-13 s ~ 1 ps\n",
    "## Length unit l_u = ((hbar*t_u)/m_e)^0.5 = 2.84e-8 ~ 30 nm, superconducting coherence length xi has tricky definition here, but the order should be ~10, namely 300nm\n",
    "## Velocity unit v_u = (k_B*Tc/m_e)^0.5 = 3.72e4 m s^-1 ~ 40 km/s, Fermi velocity v_F = (2EFe/me)^0.5 = 14.14 v_u =5.25e5 m s^-1\n",
    "## Rashba coupling strength unit lambda_u = k_B*T_c*l_u ~ 0.26 eV*Angstrom\n",
    "\n",
    "\n",
    "omega_P = 20      # Cutoff frequency\n",
    "masse = 1.0       # Electron mass\n",
    "massh = 1.0       # Hole mass\n",
    "rashba = 1.00     # Rashba SOC strength\n",
    "Zeemany = 2.00    # Zeeman energy in y direction\n",
    "Zeemanz = 20.0    # Zeeman energy in z direction\n",
    "EFe = 41-20         # Fermi energy for electrons\n",
    "EFh = 40-np.sqrt(416)         # Fermi energy for holes\n",
    "\n",
    "# Electron Dispersion\n",
    "def Ee(kx, ky):\n",
    "    #return (kx**2 + ky**2) / (2 * masse)\n",
    "    #return (((kx+0.4)**2 + ky**2)) / (2 * masse)\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 0.3 * np.sqrt((kx-1)**2 + (ky)**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (ky)**2 + (Zeemanz / rashba)**2)  \n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.00 * np.sqrt((kx+4)**2 + (ky)**2 + 400) + 20 # before FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.05 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # near critical point of FFLO transition\n",
    "    #return ((kx**2 + ky**2)) / (2 * masse) - 1.10 * np.sqrt((kx-4)**2 + (ky)**2 + 400) + 20 # after FFLO transition\n",
    "def xie(kx, ky):\n",
    "    return Ee(kx, ky) - EFe\n",
    "\n",
    "# Hole Dispersion\n",
    "def Eh(kx, ky):\n",
    "    #return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2)\n",
    "    return ((kx**2 + ky**2)) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2)\n",
    "def xih(kx, ky):\n",
    "    return Eh(kx, ky) - EFh\n",
    "\n",
    "# Initiate k-points for whole Fermi sea\n",
    "k_min = -20      # Minimum k-point\n",
    "k_max = 20       # Maximum k-point\n",
    "N_k = 100    # Number of k-points along each axis\n",
    "kx_values = np.linspace(k_min, k_max, N_k)\n",
    "ky_values = np.linspace(k_min, k_max, N_k)\n",
    "kx_grid, ky_grid = np.meshgrid(kx_values, ky_values) # Meshgrid for k-points(as a 100*100 matrix)\n",
    "delta_k = (k_max-k_min) / N_k\n",
    "L_IR = (2*3.14) / delta_k\n",
    "print(f\"The system size is around L={L_IR}*(length unit)={L_IR * 30} nm\")\n",
    "\n",
    "# Calculate energies for each k-point & carrier number\n",
    "Ee_values = Ee(kx_grid, ky_grid)\n",
    "Eh_values = Eh(kx_grid, ky_grid)\n",
    "N_electron = np.sum(Ee_values-EFe<0)\n",
    "N_hole = np.sum(Eh_values-EFh<0)\n",
    "print(f\"Electron charge carrier number: {N_electron}; Hole charge carrier number: {N_hole}\")\n",
    "\n",
    "# Select electron k-points near the Fermi surface (within energy shell)\n",
    "emask = (Ee_values >= EFe - omega_P) & (Ee_values <= EFe + omega_P)\n",
    "eselected_kx = kx_grid[emask]\n",
    "eselected_ky = ky_grid[emask]\n",
    "eselected_energies = Ee_values[emask]\n",
    "eN_selected = len(eselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of electron selected k points is: {eN_selected}\")\n",
    "\n",
    "# Select hole k-points near the Fermi surface (within energy shell)\n",
    "hmask = (Eh_values >= EFh - omega_P) & (Eh_values <= EFh + omega_P)\n",
    "hselected_kx = kx_grid[hmask]\n",
    "hselected_ky = ky_grid[hmask]\n",
    "hselected_energies = Eh_values[hmask]\n",
    "hN_selected = len(hselected_kx)  # Number of selected k-points\n",
    "print(f\"The number of hole selected k points is: {hN_selected}\")\n",
    "\n",
    "# Find intersection of selected points\n",
    "mask = emask & hmask\n",
    "selected_kx = kx_grid[mask]\n",
    "selected_ky = ky_grid[mask]\n",
    "print(f\"The number of final selected k points is: {len(selected_kx)}\")\n",
    "\n",
    "# Plot the electron Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Ee_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(eselected_kx, eselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Electron Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot the hole Fermi sea\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.contourf(kx_grid, ky_grid, Eh_values, 100, cmap='plasma', alpha=0.7) # Plot Fermi sea\n",
    "plt.colorbar(label=\"Energy (E)\")\n",
    "plt.scatter(hselected_kx, hselected_ky, color='yellow', label=\"Selected k-points near Fermi surface\", s=3) # Highlight selected k-points\n",
    "plt.scatter(selected_kx, selected_ky, color='red', label=\"Selected k-points near Fermi surface\", s=0.2)\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='cyan', linewidths=2) # plot Fermi 'surface'\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh + omega_P], colors='black', linestyles='dashed', linewidths=1) # plot upper bound\n",
    "plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh - omega_P], colors='black', linestyles='dashed', linewidths=1) # plot lower bound\n",
    "plt.xlabel(r'$k_x$')\n",
    "plt.ylabel(r'$k_y$')\n",
    "plt.legend()\n",
    "plt.title('Hole Fermi Sea and relevant k points')\n",
    "plt.axis('equal')  # Ensure aspect ratio is equal for proper circle visualization\n",
    "plt.show()\n",
    "\n",
    "# Plot E(kx,ky=0)\n",
    "kF = np.sqrt(2*massh*(EFh+np.sqrt(Zeemany**2 + Zeemanz**2)))\n",
    "print(F\"kF is around{kF}\")\n",
    "kx_values_plot = np.linspace(-kF-2, kF+2, N_k)\n",
    "def xie_kx_p(kx):\n",
    "    return (kx**2) / (2 * masse) + rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xie_kx_m(kx):\n",
    "    return (kx**2) / (2 * masse) - rashba * np.sqrt((kx+(Zeemany / rashba))**2 + (Zeemanz / rashba)**2) - EFe\n",
    "def xih_kx_p(kx):\n",
    "    #return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) + np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "def xih_kx_m(kx):\n",
    "    #return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2 + Zeemanz**2) - EFh\n",
    "    return (kx**2) / (2 * massh) - np.sqrt(Zeemany**2+Zeemanz**2) - EFh\n",
    "xie_kx_p_values = xie_kx_p(kx_values_plot)\n",
    "xie_kx_m_values = xie_kx_m(kx_values_plot)\n",
    "xih_kx_p_values = xih_kx_p(kx_values_plot)\n",
    "xih_kx_m_values = xih_kx_m(kx_values_plot)\n",
    "plt.figure(figsize=(10,10))\n",
    "plt.plot(kx_values_plot,xie_kx_p_values,color='green')\n",
    "plt.plot(kx_values_plot,xie_kx_m_values,color='blue')\n",
    "plt.plot(kx_values_plot,xih_kx_p_values,color='yellow')\n",
    "plt.plot(kx_values_plot,xih_kx_m_values,color='red')\n",
    "plt.show()\n",
    "\n",
    "# Plot the two Fermi circles\n",
    "plt.figure(figsize=(10, 10))\n",
    "FS_e = plt.contour(kx_grid, ky_grid, Ee_values, levels=[EFe], colors='blue', linewidths=2)\n",
    "FS_h = plt.contour(kx_grid, ky_grid, Eh_values, levels=[EFh], colors='red', linewidths=2)\n",
    "plt.title('Fermi Surfaces')\n",
    "plt.xlabel('kx')\n",
    "plt.ylabel('ky')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "bc67e491",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_14541/607035483.py:23: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "the stablized Copper pair momentum is q0=0.0444444444444444\n"
     ]
    }
   ],
   "source": [
    "## Find q0 where the condensate is stablized\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "T00 = 0.95 * Tc  # Fix T, introduce q\n",
    "N_qx = 100  # Number of q-points along each axis\n",
    "\n",
    "# Compute alpha_qx. beta_qx\n",
    "def alphafindq0x(qx):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + 0)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Initiate qx points and alpha_qx values\n",
    "qx_to_find = np.linspace(-0.4, 0.4, N_qx)\n",
    "alpha_qx = np.zeros(N_qx)\n",
    "for n in range(N_qx):\n",
    "        alpha_qx[n] = alphafindq0x(qx_to_find[n])  # alphaq initiation\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(qx_to_find, alpha_qx, color = 'blue', label = r\"$\\chi(q_x)$ values at 0.95 $T_c$\")\n",
    "plt.xlabel(r\"Exciton momentum $q_x$\")\n",
    "plt.ylabel(r\"$\\chi(q_x)$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "# Find q0\n",
    "max_index = np.argmax(alpha_qx)\n",
    "q0 = qx_to_find[max_index]\n",
    "alpha0 = alpha_qx[max_index]\n",
    "print(f\"the stablized Copper pair momentum is q0={q0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "8d0b04fd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(101.1714627028471+2.1396815597425417e-08j)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_14541/2803053970.py:28: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Convergence check(0.95T_c, q_0)\n",
    "N_N = 200\n",
    "\n",
    "def alpha_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def beta_cutoff(N: int):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N, N+1):\n",
    "        omega = (2 * n + 1) * np.pi * T00\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T00 * sum_total\n",
    "\n",
    "# Plot the convergence for alpha and beta\n",
    "print(alpha_cutoff(1000))\n",
    "N_test = np.linspace(1, 1000, num=N_N, dtype=int)\n",
    "alpha_N = np.zeros(N_N)\n",
    "for n in range(N_N):\n",
    "        alpha_N[n] = alpha_cutoff(N_test[n])  # alpha_N initiation\n",
    "plt.figure(figsize=(10,8))\n",
    "plt.scatter(N_test, alpha_N, color = 'blue', label = r\"$\\alpha(q_0)$ with Matsubara cutoff N\")\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "46bae60f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Interaction strength V = 0.0099-0.0000j\n",
      "At 0.95Tc, Alpha coefficient α = -0.4473-0.0000j, Beta coefficient β = 0.2544+0.0000j\n"
     ]
    }
   ],
   "source": [
    "## Find the interaction strength (Tc, q0)\n",
    "\n",
    "\n",
    "# Parameters (hbar=1, T_c=1, k_B=1, me=1, so that every quantity is dimensionless)\n",
    "Tc = 1.0    # Critical temperature\n",
    "N_matsubara = 1000 # Matsubara frequency points\n",
    "\n",
    "# Compute alpha(summation part)\n",
    "def compute_alpha_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Compute beta\n",
    "def compute_beta_sum(T):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + q0, selected_ky + 0.0)) * (1j * omega + xih(-selected_kx + q0, -selected_ky + 0.0)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T * sum_total\n",
    "\n",
    "# Determine interaction strength V at T = Tc\n",
    "sum_at_Tc = compute_alpha_sum(Tc)\n",
    "V = 1.0 / sum_at_Tc\n",
    "print(f\"Interaction strength V = {V:.4f}\")\n",
    "\n",
    "# Alpha with T\n",
    "def alpha(T):\n",
    "    return (1.0 / V) - compute_alpha_sum(T)\n",
    "\n",
    "# Beta with T\n",
    "def beta(T):\n",
    "    return compute_beta_sum(T)\n",
    "\n",
    "# Example: Calculate coefficients at T = 0.95*Tc\n",
    "print(f\"At 0.95Tc, Alpha coefficient α = {alpha(0.95 * Tc):.4f}, Beta coefficient β = {beta(0.95 * Tc):.4f}\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "38537f65",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_14541/502173183.py:13: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_14541/502173183.py:17: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  beta_values[n] = beta(T_values[n])  # beta initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_14541/502173183.py:21: RuntimeWarning: invalid value encountered in sqrt\n",
      "  delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time: 11.015115737915039 seconds\n"
     ]
    }
   ],
   "source": [
    "## Generate alpha,beta,etc. as functions of temperature\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Initiate T points\n",
    "N_T =100  # Number of T points\n",
    "T_values = np.linspace(0.9 * Tc, 1.1 * Tc, N_T)\n",
    "\n",
    "# Initiate alpha, beta values\n",
    "alpha_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    alpha_values[n] = alpha(T_values[n])  # alpha initiation\n",
    "    \n",
    "beta_values = np.zeros(N_T)\n",
    "for n in range(N_T):\n",
    "    beta_values[n] = beta(T_values[n])  # beta initiation\n",
    "\n",
    "# Initiate delta values\n",
    "rho_values = - alpha_values / beta_values\n",
    "delta_values = np.where(rho_values > 0, np.sqrt(rho_values), 0)\n",
    "\n",
    "# plot test\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.scatter(T_values, alpha_values, color = 'blue', label = r\"$\\alpha$ values\")\n",
    "plt.scatter(T_values, beta_values, color = 'green', label = r\"$\\beta$ values\")\n",
    "plt.scatter(T_values, delta_values, color = 'red', label = r\"$\\Delta$ values\")\n",
    "plt.xlabel(r\"Temperature $T/T_c$\")\n",
    "plt.ylabel(r\"Functions of $T/T_c$\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "end_time = time.time()\n",
    "elapsed_time = end_time - start_time\n",
    "print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "e1acb844",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "At T = 0.95Tc, qx = 0.02, qy = 0, Alpha coefficient α = -0.8223-0.0000j, Beta coefficient β = 0.1067+0.0000j\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_14541/2403106079.py:50: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  alphaq_values[n][m] = alphaq(qx_values[m], qy_values[n])  # alphaq initiation\n",
      "/var/folders/bk/ymcfs6xx01d00b1z5ypvpzt80000gn/T/ipykernel_14541/2403106079.py:54: ComplexWarning: Casting complex values to real discards the imaginary part\n",
      "  betaq_values[n][m] = betaq(qx_values[m], qy_values[n])  # betaq initiation\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Elapsed time: 1552.4192011356354 seconds\n"
     ]
    }
   ],
   "source": [
    "## Finite momentum q pairing -- d=2, T=0.95Tc\n",
    "\n",
    "\n",
    "start_time = time.time()\n",
    "\n",
    "# Parameters\n",
    "T0 = 0.90 * Tc  # Fix T, introduce q\n",
    "N_q = 120  # Number of q-points along each axis\n",
    "\n",
    "# Compute alpha_q(summation part)\n",
    "def compute_alphaq_sum(qx, qy):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T0\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T0 * sum_total\n",
    "\n",
    "# Compute beta_q\n",
    "def compute_betaq_sum(qx, qy):\n",
    "    sum_total = 0.0\n",
    "    for n in range(-N_matsubara, N_matsubara+1):\n",
    "        omega = (2 * n + 1) * np.pi * T0\n",
    "        integrand = 1.0 / ((-1j * omega + xie(selected_kx + qx, selected_ky + qy)) * (1j * omega + xih(-selected_kx + qx, -selected_ky + qy)))**2\n",
    "        integral = np.sum(integrand)\n",
    "        sum_total += integral\n",
    "    return T0 * sum_total\n",
    "\n",
    "# Alphaq with q\n",
    "def alphaq(qx, qy):\n",
    "    return (1.0 / V) - compute_alphaq_sum(qx, qy)\n",
    "\n",
    "# Betaq with q\n",
    "def betaq(qx, qy):\n",
    "    return compute_betaq_sum(qx, qy)\n",
    "\n",
    "# Example: Calculate coefficients at T = 0.95*Tc, qx = -0.02, qy = 0\n",
    "print(f\"At T = 0.95Tc, qx = 0.02, qy = 0, Alpha coefficient α = {alphaq(0.02, 0.0):.4f}, Beta coefficient β = {betaq(0.02, 0.0):.4f}\")\n",
    "\n",
    "# Initiate q points\n",
    "qx_values = np.linspace(q0-0.10, q0+0.10, N_q)  #(originally (-0.006,0.006) for parabolic dispersion)\n",
    "qy_values = np.linspace(-0.10, 0.10, N_q)\n",
    "qx_grid, qy_grid = np.meshgrid(qx_values, qy_values)\n",
    "\n",
    "# Generate alpha_q, beta_q values, etc\n",
    "alphaq_values = np.zeros((N_q, N_q))\n",
    "for n in range(N_q):\n",
    "    for m in range(N_q):\n",
    "        alphaq_values[n][m] = alphaq(qx_values[m], qy_values[n])  # alphaq initiation\n",
    "betaq_values = np.zeros((N_q, N_q))\n",
    "for n in range(N_q):\n",
    "    for m in range(N_q):\n",
    "        betaq_values[n][m] = betaq(qx_values[m], qy_values[n])  # betaq initiation\n",
    "rhoq_values = -alphaq_values.real / betaq_values.real\n",
    "deltaq_values = np.where(rhoq_values > 0, np.sqrt(rhoq_values), 0) # Deltaq initiation\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, alphaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$\\alpha(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, betaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$\\beta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))\n",
    "plt.contourf(qx_grid, qy_grid, deltaq_values, 100, cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$\\Delta(q_x,q_y)$\")\n",
    "plt.show()\n",
    "\n",
    "# Find the condensate momentum\n",
    "\n",
    "\n",
    "end_time = time.time()\n",
    "elapsed_time = end_time - start_time\n",
    "print(f\"Elapsed time: {elapsed_time} seconds\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "d214baa8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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WcUAtg3QnAlomr8cpg3kYkPOv30erzxyvbRDA6XsWJe8dN98dN9fdbJ470Rz3ajLgpvntj97xj8hkOh1KHdoylUol6XJqYffhFyff3NzE5uam6wTgzp07GB4exvb2NjY2NnyXVqvVaqjVauzvarXquk2ShWfPM7BbBetmQC1COg1AbzY5ZGW0yZYt8Tn9cvWp63kHQdwL4K2Ad1hwA42JalGL1OIuPNKp4L5/70HTx8nUfrWlepzCNIl9bt++7cqP0wXOKdyXlpZw8+ZNLC8vS489Pz+P73//+573nWQe+ywAuxlYA+GB3UpYJwnqMEBuZrLYx6tboe4jCtiDIB4W4K2AdzOu+7SBG0BiFeWvXH4B7/2u6cNkarPaAu2owPbaZ319XXpb3okDwK1btzA9Pe0Zdp+bm8O3vvUt9ne1WsXFixcdt0myHzupXuxmgd2p7rpVsOahFAfSXuBMe03rsMf/2OPxhYE5/3pEAbjDfXNtZH4AF+GdluuOGy5vJ7jTmlOelBRdhaKrkffJFF+pQluEJxWt6m52n8XFRYyNjbluWy6XHXlvCurNzU3mwnkVCgUUCgXp/Sadx2530Vkrw+HNuOswsG4lqNsF6GYke2wylx4E8WYBHtZ98/D2evy8orruuOHyDNyZOkktqR6/f/++A7hhqsfD7DM2NuZq56pUKhgaGsLGxgbbn162s7MTqqKcVka+9un/Epra03Fh8VYDu5XuOg1Yxw19i3BLAtAPVqNHmfx0aWK46WOI0+PChtX5YrYwRWx85XlQ6DxqpXnU9rA41eXNVJYnUVXebCvYSf0Q/+rf/aeJVo9X/r//s1jV46X/3v81qx6PqdTD43Nzc1hZWXG0Y/GQ3dzcRLlcdrRwBe3D7yu671KphJmZGcflS0tLuHHjRqwWsAzY6QI7Sii8GViH+XJOAtJBUH4p8aEt/ouGhIG6+DzFsLoXxEUHTuUF8CjOO2q+O47rPq2Ou6NkKGSLuk+m2GrZRDQK0dXVVUcl99LSEm7fvo2NjY3Q+1CNjY1heXnZFfKuVCpYWlpif29tbflWj4uiZ5H/+B/8N6GW5vTT8wTsVrjrIFhHddXNgFoG6KSh3Ky8oB7WoUd14VHcdxznnbTrPm2Ouxm3nYrT/v98M57T/u//Zea0YypbMESipKHdzkrxTgR22rBOA9StBPQD+/FdSmm9bBnIw0A8CsDjwDvJkHna4fLTCO4M2mdDGbQlSgraGbBltw0H7LCh8LiwjgPqqJB+EKMXWwRX2DW6eUWFfRyI8wAP676ThndYcJPbJu+6mwV3q/PbpxXalUoFd+7cwfLyMu7evRv5ejoWm0Zz/UZoA2h67Yq0la3ylZKSWLWrXcA+S7CO4qrjQtoPzs2uWx11/0/ubXk+Hi+Yi8/zk9VnjtdCBnD6OorV6DKA0/cnCN5fnjgXOt8dJtcdtTUsap47iRz3qc9vp5zTXl9fx9raGiqVimfbr9/1s7OzjtTo9PQ0rl+/LoU7VaVSwcrKCsrlMlu7olOADWTQTkVJ5LFbDexOctdJwzppUMug2Cyck5Lf45C5dhnI+dcgCOD8a8sDPC68xWK1sIVqYYvUOgncAJovTEtoYlqnanx8HOPj4yiXy5Gvr1QqWF9fd8znmJ6expUrV6RFzLzEtS86SRm0E1YGbP524SrDo+atk4Z1EKhFSEcF9K/vJdvm5afPXfMOa8tC7+JzEyHuBfCw7tsL3ny/ty+87/mHzHnXfdrAndTUtKx/21tra2uO+Rx8G/BpVQbtFJTEAJWzAuwk3XWzsA4L6jiQ9gPzWItc+Ma9Lc/HIYN5EMSDAM5u5+G+/eDNu+4geAeFzMMOZTmL4D7Ng1fENR78hlzFUalUws7OjuOylZUVAN5DvKiirF3RamXQTlBJ5bGfB2AnFQpPCtZRQS2DY6vg7CW/+9+QhMZFkPPPOSzA/dx3HHg3GzIPct18nps8Ru/P32kDdztkGSosI9pYUnp7cVT0d7/7XXzve99L6qFJNT8/j8XFRd/Qd9S1K1qtDNoJKcmweFylBexWh8PbBWs/UIuQDgvoVobGqWSuWny8MlfO7xcW4GHcd1R4k+P6u+5WhctbDe64Oo357YcPHzqqx5N02TLNzs7ijTfekA7q4hV17YpWK4N2gmpnHrtTgB0G1kAwsOPCOilQR4W0H5xHWziffHM1XIg8COJhAB7VfYeFt1/IPEyu+7SD+3nJbxeLxZb1aZfLZYyNjQUCm942ytoVrVYG7QTUbD/28wTsJNx1WrCOAmoZGKPC+TdNuPDPehSceT0GGcyDIC67nQhwKpn7DgvvuCFzP9eddJ67lVXlpypMbipAxPA4zNaOMaV5bAps2h4my2tXKhXcvHnTtXYFEJwHb5UyaDepJPLYQHOFZ2HV6cCOA2ugAWwZrKO6ai9Qi8ALAnQYIDcz8SzM4BYe7OLjjQLxIIB7ue/Q8G7CdSeV5+4UcCeS3z5lYfIwClrO2ev69fV1rK+v48aNG9jc3ATgXMtCXPsi6bUr0lA2EU2iKBPRknDZrSg8awewm60MDxsKjwPrqKD2g7QXoNMaQxpGXlD3cuibwohSWV5cLGYTb+PlvNn19udK1i4WNGEtaDBL0DS1MFPUwo4+jTM5LarbbmbUqde0tDQmou3c/VMU+6LloqsHNQxdfyvU46BQffvtt7G+vo6ZmRnHdDK/6yuVCi5duiRt76LYk6190ezaFWkrg7ZEYaHdrrB4pwC7Xe7aLxTeLKzDgFqEdBg4P4wxjjSqLgY8DhnIw0A8COBpwDsDd3OjTt9dc7vt0wjtTG5l0JYoDLSbrRZvFbCB8KNJwwA77XB4GrBuFtRhIe0H5la4br+QuRfQxX1EiAc58Ljw9uvzbsZ1dyq448wpT2JhEf7/Pg1ob//7P4sF7eG//3/JoB1TGbQlCgvtdoXFTyuwg4rNwgDbLxQeBdZBOeowoJZBOgjOf5eC4/5MDIctg3gUgCcN7yRddwZuIjFMnkH7bCiDtkRB0M6ALVcYYEfNXYdx13FhHRXUYSEdBObPJei6fx1wXzKgh4F4XIAnDW8/151EuPy0gDsJt51B+2wog7ZEftA+LWHxsHnsJICddjg8bCg8CVgHgVq83gvQQWD+7WrzjvsPAirYvYAuglwEtB/Ak4R3p7jupMDdiflt3m2nAu1/+5/Hg/Y//K8yaMdUBm2JgqCdAbuhNIDdTCg8LKyTBLUM0GGg/NkmHfdvAly2DOoykPMQjwvwqPBuxnU/j+BOIkz+hdf7M2ifAWXQlsgL2km47AzYzbnrtGDtB+ogSHsBOgjKv2vSbX/atw1NfmwR5CLEwwI8aXinHS5vBbg7PUyum0e4//t/lkH7lCuDtkR+0G6Hyz5twG7GXQNOYEcNhTcD62ZALQN0EJQvNjHe9GHAsWVAl4Gch3hYgCcB72ZD5l6uOwO3t9bu/SqD9hlQBm2JZNA+LWHxsIVnnQjsZtx1GrDmQR0EaRmg/aD8+7Vkqsg/ddWj/cwD6p92vDbO24QBeFx4e1WbJ+G6Ww3upAvTWhUmP6kf4l/81T9KFtr/7X8RD9r/yf85g3ZMZdCWSIT2aQmLn3VgB4XCg2CdJKhFSMsA7QfmzySwiMjfBbhtEegiyOMAPMh9R4F3FNfdKnCHbQdLKr/dSredQftsKIO2RDJoPw9h8U4Adhx3nSSs44JaBmgZmJNy2LxkbtsL6PxtvSDuBfBm4R0lZB7FdQcVqCUN7qQL01oF7gzaZ0MZtCXiof237+4DaL3LblceO0lgp+Wug0LhsjB4FFh7gdoP0iKg/eD8B5KWpmb0W64eQBQPaRnI6fVhAB7kvun7Jwubx3Hdpx3cnRYmz6B9NpRBWyIR2p0aFn+egd0MrL1C4BTWUUEtA7QI5scpOGxRLwiOWwZzP4jLAO4VQvdz362Ad5xw+VkEd7uhvfXjfxYL2iN/8s8zaMdUBm2J6Afyyqf+Oa5e+3ysY7QqLJ52pXjawG4mHB42FO4HaxmogQaseSB/xgfgPKS9AC1z2I/Xo8P8hXE5RLwcNw9z8TYU1FEA7gdvWdg8TMj8rIM7jTB5VLedQftsKIO2RElBu1PC4qcJ2HHdtR+sAXcY3M9Vy0DtBWkZoB0ADwHlT1+NFi7/3VrwWt0U7DKQU4iHAXiz8PbLd/vluk8buJPMb6fltjNonw1l0JaIfiD/6R//68D1tGWK47LTCos3WyneacD2c9dpw9oL1OxyD0DzUH4Sw1mH0QXOfcugzrtzEdYvXB0JDfAw8A4TMo/rutsJ7mYqyjshTJ4GtJ+V/xco9kaE9mEN5278HzNox1RLoL2wsIBSqQSALDA+MzPT1D4rKytYXFzE9evXMTo6irt37zoWRo97n1RJQLvTw+KdDmxZsVkUd90MrMOCWgZpCmg/OL8o5J6fvvPM45Zynb/sfF8e+eTLKcxFkHs5cS+A+7lvEd5e+e4orjtMuFxWoJYEuOP0cCeZ304rTJ5B+2wodWgvLCwAAIPmysoKlpeXsbi4GHufcrmMN998E5VKBaOjo5idncXU1FRT98mrGWifBmCT20QvPGs1sMOEw4NgDRBgi7AO46rDgNoP0hTOYaD84hVvF8fr0f1gp06hLoO5H8R5WMtC6M3CO8h1+xWpRQmXhwF3UB93J+S3k3bbGbTPhlKH9tDQEB48eMBcLwAoigK/uw3ap1wuY3Jy0nF9s/fJKy60T1NYvBOAHSUcnoS7Fp21CGuZq/YCtQhpP0DzQH723lPX9Uno3GvkffGC+vnL5zwhzgNc5sBF9y2Dtxg2DwqZx3HdrQJ3mvntdrrtDNpnQ2qaB9/c3ESlUpHCdWVlJbF9kty/WcVZJzvKGtlJ5bFlCloApFOAfenaCC5dG8Hf3dvC393bwueujeBz10bw29Ut/HZ1C5+9NsLc9e9Wt3BxYoS569+vbeEzEyMsDP77tS38wcQwc9aPOYDnNIsB+9NXh5FTLeRUiwH7xasj0DQLmmbh6TvPGLBfvDKCXM5k27P3nrLthfFzbMtpZlMbfyx6fP5+czmTnTA8fecZe6yaZrGTjCfrW+x5ffoqOUF5vL6FnGY5TmJySuPv369tQVOcJz05pXFS9LtV8vdnuZMo+h4B5CSLvofi+8q/76MT8s8Knzp5SQA+/dw9EEL8MsjSz/Mnwv8E/fzzK5FR0ZNdv/8jGumSif7/0hMGL9HvBHpSH6Q43zuJyFTjbZliK3Voy1QqlVCpVJra586dOyiXy1haWsLs7GxT91mr1VCtVh1bVP085D8Xr7D/kEC0sLj39d557KBK8U4CNuB01xTWABywBhAI65xiMVhTUFNYhwE1IIc0ACmYt957wjYAuHD5nGvTVNOxyW4DwHEsGdABuEAug7gIcBryTwLe9ASKvkc8uCm8Ze9vWuDeFEDcDLhl+iqDejC4gxTlZJ4qzvdQptOlXDvudHh4GNvbwW0rXvuMj48DAEZHRwEAS0tLuHnzJpaXl2Pd5/z8PL7//e9HejwypR0WDyM/lw34f+H4FZ7JFBbYSeavo4TCKZwBZ4GZzFVThwk0wt88qCmgeVBTOPOQpjAG4AAzfzkv2eUXLjvfoyfvuG+jeZxuj7x2AU/eeWaD3Hn54/VnNsTJZedeO49H97dsgJPLaBg9Zx+fhM+32LF0Q7Hh3QibU3jTsPnv10h04yF38vTZayRkzoP71xy4H9zbcrzPD+5t4Tf3tvHZa8MYnRjB5uoWfn1vG5+7Nsw+Oxv3tlio/KVrI/jk3hYecCcCL02cc4XKvzgxgo/vbTnC5F+aOI9frj7FJ6tbjlD5lyfO4aPVZ/hE+AxTfby6JXXwX504z/Lbfvrl6tNQ+e1frD0NFSZ/9eqLLEx+1kTrlABga2sLt2/fjnS91zHjFiu3U22JU0QFtrjP6OgoAzYA3Lp1C+Vy2dNJB93n3Nwcdnd32fbw4cNIjy3u2W2rw+JJVoqnAezf3NvGb+5ts9DpQ/uLnA+HA3Jgy0LhAIG1psAFbPq7LAQuumqZo6ahbtFFy5xyA97nXeFr2bb9wWPHFmYfCvqt955InbroxmlI3cuBe7lvGokA5M6bj2bIXDd930TXLYbL6d9ejpt+joIcN//Z5OXluEV5pYqCwuRfnTjfFrf96tUXW+q2LUONtUXRzZs3USqVMDMzg5mZGYyNjTmiq0HXy0QhPzU1hampKYyPj2N6ejr6C9AGpQptHqy8aNV33H3K5bLjOnq2tLm5Ges+C4UCisWiY4uqOC47jMK47LBhcZlk4T8guPCMl19InCoMsIFo4XA+dw14h8IBOELhQbDmw99+oKYwDgvo7Q9IcdG5189D08xEtnOvn8e51897wh1wg5xe5gdwPnwOyOEtC5vzrz8A5roB71w3//7K3n96Mjc6MYLRiZFI4KafSR7c9IRTBm6vyFLUMDlVELjDRtGifGecJW1ubqJcLuPWrVvsslu3bmFhYQGVSiXwei/Nz887Oo4mJyextLSUynNIWqlDu1QqSfPMk5OTsfapVCq4efOm43r65lAHHvU+m1GaLjtstTgQrx87iUrxODnsZoENeOeuAXjmrQF4wprPVQMNV01D336gBiAFtBecdyi8XzuPnGrE2s69dh7nXjuPnQ8eY+eDx1KYyx6X7LHzAAcaeXDqvr3gLct5y/LdQa6bFqlFyXOnBW4gen7bz22HUdiitLBqtdtOU/R7nC8spr+vra0FXu91zHYWKzer1MPjc3NzjheiXC47znA2Nzcd+YigfWgYhHfNS0tLuHHjBnsTgu4zaaXlsoHmw+JA9Dw20BnAllWHA3C565zSCM0GhcIBOaxpCNzLVQP+oAbcDnrng8e+YK588Agjr13AyGsXoOXMUBu9feWDR6h88MgT6DKQyx6z6zl5uG8gHLy9Qub09yjhcvHzwH9ewoKb/R0S3EGFaV5qRZj8rLltsfi3Vqu5bkO/52WumY+sel0vU5xi5U5S6tCemZlBpVJBuVxGuVzG6uqqY8gJnW4WZZ+5uTksLCywbWtry1GEFrR/UmqFy/ZTs2HxsIVn7QI24J2/BuTuGvAPhYthcBHWADxz1PztGiBzQloGZgCeEK58+AiVDx9h+NUXMPzqC55hcHo9vb0f1GUwFx+r9Ll45MDF10cGb6BRbQ40QuZAw3XT36nrDgqXJwFusaIckIOblx+40wiTA9GKTcOoVW7bMpVYGwBcvHgRg4ODbJufn3cdf3R0FJOTkw4Txv8edH0UxSmQboey2eMShR2uEnX6WdSK8WZcdtJhcVnhWSuAHVQdDsgrw9nvQkU4AAYcAAxEABigAHfFN387jbsdAAZFdn3OeT0ADL/6AnY//L3rctftXpF/Nmg+PEiGpMjH0J2X6abmvJ7bZ/iVF/DkncaXvcH11Orc7XT7mPzQFn5QCz9hjR/Owg9m4Yey8ANZ+GEs/CAWvyEsXgNYws4q/3h1K9So07jzycMMXUl6Upo4JS2N4SpP/utvxxqucuE/+ws8fPjQ8TgKhQIKBfmxZmdnMTY2huHhYYyOjuLKlSu4e/cuS3kGXc9rZWUF169fdw3bGhoawu3bt1ONyiahDNoShYF23OlnSeWyw8wWbxewAQLpJIEtgzUA5uAAMGfnBWu+dYtv2eJhTR014AT1udfPs1w0EAxqEezkMsN1WZIyDE1ymT/E/QCuc7eTwZu2jAFOeOumwt2W/N4suAHyOUsS3CK0geYmpvlNS0tqxGmUSWnilLROg3bcx1GpVDA0NISdnR1pXjro+s3NTYyNjbmgrSiKJ+g7SdlomibUrlx22MVAvBQ1j81L1j4DeAObKmlg0/w10AiH09/DhML5nDUAaQic7CcPfQNCyFsIZ5uHh9A0w7Hxx0t6k90f2dx5bf5xe4XQXa+DkPfmc95Ao1WMvu5ilbkYLg+T55ZVlnuFyunnDnBHd8K0giWR3w4zdCVISRaltWJKWitavtbX1x1/r6ysOGqYgq4X1epi5aSVQTuG0s5lN1MtTuXnsl2XN5nHlvVi83+nAWxZOFzMXQONXmvAnbfmc9bi9Q54hQA12acBy/xAQQrXZkeX+m3hQC4HuOt5+sCbz3m7XzfS4y3mumlhGt8axue5mwV30OS0KBXlvPycb5xq8iSK0oBoJuC0V5LfvHnTkadeXFx0DE8Juj5qsXOnK4N2TKURFg+jMMVnUarFvcLiQPjCMyq/UZNpAFssNgMaleGA210DjSIzAKyvOgqszYMjT1CHAbTcDTe/5Qe6A0Hu+3gl7tv1etivE+37Fl9PP9ctFqlRiIttYUD64KbyAneY/m2/NjAg/mxyIB23fZrBvbi4iPX1dTayenFx0dE9FHR9nGLnTlaW05bIL6eddi47zeKzZuaKJ1F4ljSwAXc4nIp311Q8rNllHKzZZTawjMNjdBW7XNfzuWn+cuvwEPmBbva3eXiI/IAz32ceHiI3EC0HGEb6Xg1qr/OzKua4+UKy+t4xu32d25fPadPcN5/3ptfL8t2yQjXDzmnzRWph89xRi9P8VgfzW4u72fx2O4rS4izd+dJrfYnntB//32dj5bRf+J/czlb5iqnMacdQGrnsJFq8gHTD4uzvNgCb9l/75a8BdzgccLtrel0uZ7LeanIM4jCNw2NoORNdxS6pSyVhZ3K5dXgouFqnA1aFrVDKBbpm9WTPtYVx2+J9idfzDjw/0M2eAwnlO903AF/nLYbMxdfZL1weNs/t57i9Jqfxn7tfS/Ld4meY/Z1wmBxI321HCZG/evVFfBRiXfeosgwlRk5bCT5wJk9l0G6Bwoazkph85qUkw+KAO9QYVCkONAdsQJ6/loXD6TQzcjt5oRm5vbPADIAL1s68MIVctyeo/aBJ4OtdTKae7EM92UfXYJdro9d57p9z359S22OPRcxv08dvcScgsudKXxMZvOlrmcu5B7TQ6/iRqAA889xA8+DmP2/8AjRx89tRpqWJaqYoLUpuO4r+8HIyKbpM7VUG7QiK25cdpHa4bCBctTgQLo/NS1Z4ljSwAXnvtVdlOL0uxxWQAXAXmAkA4wvKnK7aDWqX+82589yqZFPqe1Dqe8iX8siX8lBzhmuj1yn1PekxKNj9QC4HuNt9+8HbODxm8Bbz3Y7XWnNXmKcNbr/hK2Hz26LCVJMDp8NtZzobyqCdslrlsuMUn/FKKiweBGyqtIBNbiOvDCe3dYbCxQIzGaxlrpoCMMeHloMgLYGxWq9C0wx0DeZDhcC7BvNQ61X5sXKG4/7CAFzmvv3g3VXsclSbO15ToT1MrDB3vFdcgVoQuAH/4jQ/cMs+p1SyiWlxwuReRWmd6LYznX5l0A6pqNWXSZ4Bh3HZMnkVnwHNh8WjVIrzv9NZ4lTNANsrfw24K8ON/WOpuwYIdPLFgieseZBT2FkSoPGQps6Zh7MLzCc2sItdruU0/bauYhfZ197fAWMR6CEBzgPaC940l28eHHm6bq9cN/8e8SNQxcpyGbiDqsq9PmuAO78tjjoFgvPbzYbJ03TbQHtXAGtFn3Ymp7JXL4KiDitoRV920OQz1+U+LluUXz824J3HBtytXUCjZQcAW1rTq0ockAObX+hD1s4FQOquuwa7XO66ATJngRkNg/MgczlT21WrJ/tSJy2DswO+dn47P1iAmjMjb/lB++TiZM8Jcw9XzofWvQAeBG9asEZOcMK7bv698QK34z2WgNuvj9urFUyW36ZKIkwuk186SlQSbjupVtJMp0cZtEOo3S67XcVn7O8YeWwguPCMStbW5QVsAJGBTfZ1u2vyswEbWmAmhsFzkupqLQjUPKRFOOsEpLnBLlfFt1qvyjfxdpq9f86wj8fBnAO5y4l7OXAPeJv2CQwtWAty3Y7XPAS4aWU5BbdXqNxrAAsVf0IoK0wDwofJgeBqcqB1bjuMstz286MM2iHVTpftpySKz2RfSs2GxcMWnoUFNv1Sp8D2qhAH5MCmbVyN4ShOCPMFZjQMLoO16KqloD7Za0DaBrQDyiwcz0GzXiWb7WTFjV1frzr2yxcL5PHwYM8ZDOKaZroA3jUoFLv5wFtWsObnuvlwubF/HAjup+88c4DbL8ctA3fY/HaUMLmsmhxo3m3LwB3GbSe93naSMk011pYpvrJXr4PldwYe12Xz8pot7lctDoQLi4u/exWeyQan+OWwKbDFxT54YDMQc+Fw2sZFc9cApKFw8/BQyFk7YW0dH7hhLYKahzQPaA7KDP56FapeRW6wwDZZgZnjensfegz6nCjQ88UCg3husIs5cQfAuXx4GHgzSHPRCNF1A3CEy7sGuxx57mbBTX9eFE4yvcAtfgabCZN7FaUl0QIGJOO2Mz0fyqAdoLRC42HXz/U7E2/WZQPxqsV5+Q1QAYILzwDvSWdAeGDz7VyAPBwuQqaRr5U4SztnbR0d+sNaM52gtp00hTQDtA1OBmV9F6q+i1yxgBwP8RAb28c+BoU6c/Y0kmBDnOznAXCP0LkIb1nIXMx18+Fyx3vAQZrOLpeBG4AU3PzIUyC4FQxwRnvo55N+Xr3C5EAyRWlAsrltIGv/ytRQBu0QSiM0DoRbySuO4rpsIPoQFSA4jw34F57xi3/Qn3Rwilh05gVswD9/TUeK8rlrB4QoeHKCuxbC4LTS2+2qG7lwBmp6vb5LoCkCvNioRle1Bsh9Nz6nXXSCmh2Phzh14gLAaQg9CN65/m72vMQTGz7XTV7nRrjcL89NZ5f7FacBjT5ufla5XysYlZjf9msD438PW5TGy68FTFTc3HbW/pWJVwbtBNUqlx21YhxIpvgsSlg8bOGZ2NrFjyalX95+RWd+wObz1xTYNBzO564phKyjQ+T6u71z1ipXSGa7agpEGahz3GUMqBTgA/Z1RpVtuYHuwI2/vaqZ9nGEEwMe4rYTpwCnjjg0vO1oA++6cwMFrsrcdIXL6fvRVezyLVDj30u/ASxAY5ERv4ryOGFy2dCV0+q2gdYXpFmmYo8yjbCZ2RjTZpRB20cfvfMsc9mIXi1OFSaPDThbu8RZ4n592H7AluWv+XA4zV17uWtpGJzCmnPVUlDTam4bpg5A50wCX82Eatig7S8g1y+4bo/NcVtj1wZ3N7k/HuTUldsnGRTgNCfuONlgvd1ueEtD5kKuWwyX8ykIP3AHtYPxs8qBRq2DrDCNKmyYHPCuJgfcRWmigorS4rptL2XtX5moMmh3qDrJZQPxqsWpgvLYXq1dfsC+cPm8fRs5sMl1zvw1dYJ8Zbivu+Zy1qQ9ywPW/N/c8SmkKaAZcM1dqOZuwz3nTKjWbvjNBn9uoLtxLHpsG+QU4jluIAx7LJzDpu47DLy1/m7munMDBVj8iY8QLs8zN+6sLHe8ZzHA7VWYFiVMDkQrSgPitYAB0dw2kBWkZQpWBm0fRRmwn3RoPI5a7bKBcNXiVLI8Nv0SFlu7/IANANsfPA4FbD5/TcPh0spwDtY4OnAVmHnCmnexPKg5F62au40ebYuEq7WBApSc4QCx1t8duPGAV+zjqPQ49D5siDtOJijA9V1niF+Atyts7ue6JeHy/EC3FNz0/YkC7hevjjg+E2Jhmld+OyhMHrUoLencNhCv/QvovBB51vLVemWvXoJKKjQedZhK0i47bvEZ4F0t7jXxjP/JF54B/oNTmgF2jua3jw5tEFJQ8+6aKzCzK8KlsHa4bLMBahoG5yDtgLO5S7a+brapmtm4XLKpmum4PbuOgzkPcerERYBT993IfzcgTQvJGvD2CJnb4CbOOzy4ZaFyx3trX0ZXBwOchWmAO0wOIDBMLn5O4xSlhclth1Hc9q8sRJ4JyKB96uT1D5+ky6aK6rL9qsWpZANUZIVnL16xwS0BNlVUYPP5a3mxGQ9mLhQeBGvbVdOQNwW1CGlVMxhsCYB7yDGsSmPr7/be+Ntx+zvgL0BcBDjLhfMnGSK89Wrj9ZC4bhwdsHC5mOcOArcsxy0bwEK7BJIKk0cpSuMlSxV5yatvO8lhK5kyZdBOQFFC43EL0OIUryTtsr2Kz+KExYPy2PRLG5BPOhOrxMnl/sDm89fW8YE7d93fwxWaiXlqye92npq56pxBQt42qKWQ5sGMHbLlDGj9PdD6exoh7pwJFRXH3/Q2Wn9PY18e6PZ9UIirmsEArtAhLXYOneW/c05XLf7Oogy86xbC5Xyem28L8wM3ec8N9h6L4Ha+387PiFeYnEoWJgfCFaXxv7fTbXspzIQ0IBtrepaVQTshJRWWSnKYCq8kXDYv8QvQr/gsTFgc8M5j85dpmglz34a0DWxaJR4W2Mxd93cTSNiDUxy5a9tdN3qh7Zy1AGvmwq3dRtibOl4b0krOYJBmYEYFSs6E2tcLta8XCnZcm9rXI71c0ch+CgU7Kg6Qk1x5xQFw5sCFKAAPb0fOm3fYmkFeI1qQppmNdIKdXvAqUBPBTd9DfgBLmFYwPr/t1QbmV00etiitWbcNtL8grZUh8myVr9Yre/VapFYXoKXpsqMWnwHBYXH6pewVFgcaOVB+dak4wObz12I43OWopZXXblg3bm82QM25aBUVB5zVvh4nlDUTam+vY5NdpvZKjpEz7L8JyLXuOnlsHMBpGJ133/yMcjGa0JjS1gC3s2jPO8/tB26+BY++h+b+kW9hmiy/LWsD43+GCZPTzzNVGLcNRJ9JnkZBWqbnVxm0m1SUMFTSofGoZ++i4rpsIHrxWVBYnJ949sI4eVxehWfG4TG5noNAZGD3EceL430hHM5BWt8VIG6wMDgPaxr+ZqFvG9TUSTtcsw1iBRWy5RpgVpSd4I0DOT0GBTy7n5zRAHh/D3m8/d2k2tx23wzetvN25LzpCYrDdZvu14nmuftJ77t1fOACN5/jBuAYwEJHntJwuaww7YXxc575ba8wediitDhuO8xMckDutkVlIfLwWlpawsLCApaWljA7O4tKpcKuW1lZwc2bN7G0tISVlRXMzs6iXC77Hi/OPp2iXCvuZGFhAaVSCQBQqVQwMzPT9D4LCwsAgI2NDQDA4uIiu25lZQWLi4u4fv06RkdHcffuXUxMTODGjRsJPBu32hUaB8IXoDXTlx3GZQPhi8/EMaViWHzrvSe4cPkctt57Ii08o4t/mIeH0OxK8DjAVjUDcBWbmYAAKtDfrV0ouV4olskKz6CBON3uPih6FQoqQA4E0H39gL5DbkMv7+oHzB3ye2GAPDFjh/xUucs8ZNXs22qDUPK9sGp7AHag9A7COtkHUIHSW4RV24HSR38OwqpVYOVUADswcxq07j5Yx7swNXLebtn5aSb7dXAoZzguM4/3oXb3AzqA/m5g/xjG8QHU7j5yg4ECsFeDcXgIrbfXvqwb9T3772IBhmGPm9UB3dTIymD93dB1FZpKRp4CKnI5E7qu4sWrI3jkiNQo9omg4ipKe2h/Hn8jnGBeEqae/ebeNj57jYD/1/e28Tnh95eujbhOkB+sbuOSfbIAkP+xUfv/4UsT511Q/fLEOXx075nUucv01Ynz+PnqU3wxRLuZTH949QX8bO1xrH07TQsLC5iamnLw4M0338Ty8jL7e2VlBeVyGaOjo5idnQ38ro+zT6codadN4To1NYWpqSmMj49jenq6qX1mZ2cxMzODmZkZBuvr16+z6+kbMj09jenpaYyNjbX1DUkzNC6T37KBVFH6skX5uWwqP5ctVosD7rA4D2yx8Iw6Mn40Kf2btnWFArZdjOYdDhfcdc7kirzMRq46ZzTC3zmDuF3NdDhp5n7VHduB9zXcc86E0tsLpbcX0AyyqdvOzb6c3o7uq/b1kWOpO+z+FWWn4cRtB867b0fonLaRsV5ymeuWh8tVzY5USBw3n+Om7WD85DQAjlYwoLEyGCDPb/NhcrGa3KsojSoJt00V1m2HUdwJaZ0iy1RjbVF09+5dBmwAKJVKDqcNAA8ePIBlWdjY2MDU1FSo48bZpxOUOrTn5+cdL8jk5CSWlpZi71OpVLC+vu5406anp7GysoLNzU12WSvekNMQGg+qbm2FywbcoUxZtbgYFifXc7/n+MtJHhsAG03K92FHBrasSpy5axHsjWpsHtY0/M1C1hyoGaRtQEPdBvIG0NtLNm3HsSk9fY7NcX3OJPvkDQZ0CnK1r4/ch2pDubveOHGAcBk96bBz3mLIXAyNq8Lr5QduvjiN9nHzI0+9CtP4/Db/WZCFyfmhK7LcdtgWMPr5pvLKbbejIM1LYUPkZ0GlUgnXr19n3/mbm5sYHR1t74Nqo1KF9ubmJiqViuMsiWplZSX2Pmtraw5A0zdQPPtqhTotNB6mAK1VLls2qpSGxQG4hqjQsDh/GRCcx+YBTgen0LauyMB2FJt5uGu7ClyxW6kYrDlXTR01BTU0owFpG7xKjw3Y3A6UvAmlt49tyJuOjb9Oye2QjQc6Bbm6TQBO3TzNq9uPg+W/7RMK0lZmuPLdjkI12WsTBG6uqpwOYKGzygG4CtNk+W2+DYyEyZ3V5OLQFdq7LWsBA5J320kWpMn01YnzTVeRd3Jeu1qtOrZarSa93Y9+9CNsbm5iaGgIs7OzLP3J686dOyiXyyznHUZx9ukEpQ5tmWThjbD7lEol7OzsYHx8nF1HYc6ffUV5Q2q1musD9LwqaPoZEN5lU4kuW1y9CwgOi9M8NhWfxwbAeoTplC7Wh93fHQ7Yvb1SYMvctZLjir4ksGZul7phG9QE0g1AI28CHHwJwM0GyB0bd11PH4F0bqcBdPs2yJkE4hTg3ImDC96286auW6F95n6vg/i6CeDG8UGjqpyOX6XviVBRDjQK0/LFQuOzIOnf5j8j/GdHNuJU1gIW1W17ycttP68hcstQYUbcaMvXxYsXMTg4yLb5+XnpfZRKJZZzXlhYwPLysoMf4+PjmJycxI0bNzA1NYWxsTHcvHnT93HH2adT1Jbq8eHhYWxvB/+DhN1nfn4ei4uLzJ1HfUPm5+cdH56LFy9Gemx+SmOgSpTQeNQ2L15e088Ad182VVyXDYQPi8vy2LTwzDo6BJvWZfdh0ypxT2C72rmcoJK6ayEMzsOahb4FUBNIm43LbGDDhq2V22ls3X3OjbuOHaOnAWtynB0C8LzZALh94sDy4AK8mevurjtctyN/TfvTxXy/BNxqjpwY0QgHfS9y/d2uinJZftv5Xss/G35um37WvCRz24B7Sho/kzxK+xcv2YQ0ILkQOdD6epkk9fDhQ+zu7rJtbm5OervZ2VmMjo5ieXkZGxsb2N7expUrV9j1o6OjDsN269YtlMtl38hrnH06RW2BdlRg++0zOzuLN954w5G3jvqGzM3NOT48Dx8+DHw8SYad0gyNiwrT5uU3Y1zWlx3XZYvFZ4B8TCnQCIt75bFp4VnD3RlscIqjrUvmsHt62WVi/trPXSs5gwHSAWsKVRmobUhbOdOGsf17nrhm9PSTLW85N3Y5ua3lOMaO5D52mANn7jtvOJy3krOff0Fn8OZdNy1Sa7wOcqctAzcdwIKjA1crWM4OkZuHh67BK4BzYRHXZ8KnKM3Pbcty24B7SFAUyQrSgmpIoobIgeZmkQOd2/pVLBYdW6FQcN2GpksnJycBkO/2+/fvo1QqsRYtsVWLmjevqG3cfTpFqULbq1igUql4Xhdln3K5jLGxMVc7WNQ3pFAouD5AYXSah/P7FaABrXHZslGlgNtl83/z/dh8aFwsPMPRATfpTAB2Xy/U3h5XSNzhMEVgy9w1BSANg8tgTV02hSwPaBvIVr4CK2fB6h4gP/02ept8hYO6E+TImQ63Td03cibQU2/AO9coWONdt6NIjeWyueI77iRH7bVTD309UPt6SSqir6cxgIVGQeyKcjG/LYbJxWpyL7dNPzv0s0Q/Y/xnzkuyKWmAcwUwILmCtLBKY9DKaf6OAsh3tqy+iXYTVSoV3Lx50/HdTs2ZH0ui7tNJSh3apVJJCkt65hR3H5rHpg67Uqmws7JOeUOaCV2lHRoH5OE+L4luRDb9TFSzLjsoLC7LYzsKz/oJQDQbKBQsssKqBrAl+WsKbJm75sPgIqx7+hpuOL/DHLQL0PmQwObBnbdgCrCnjtzK7zAHTt23C955A0pPncuVO8Gt9vU2XherwlYUU3rI5WoPjVDY4KYDV2xHrdqvv9bX41haNGevye0VJgcaRWmN996M7LaBcFPSqMTPd9iCNCCZEHncQSvtlmUqsbawmpycdHULAcD9+/dx48YNlEolzMzMOL7bl5aW2HUAAT9tIwYQap9OVurh8bm5OUeleLlcdoSyxRc0zD7r6+tYX1/H+Pg4Njc3sbm5iaWlJQwPD3fcGxJ3GU6gtaHxOAVoQLjpZ3FdNv2bOmqgERanoVXriFznWHeaKzxzrOjFuWgR2EqdhNCV+p4/sGXu2gvWOZM5agd0xb+7i7DyiLbRfTyOyRy4/TgczjvPFbPxrpuGy/lRqa48tzuFoGomUNsndQP0p52WEPPbqmay/HaOC4nz1eReRWniZ8XPbQdNSaOKW5BG1aoQuZ+CzEGnV5EHaXl5GfPz82wi2sLCAm7fvs2un5ubw8LCAtu2trbY4BUA0mrzoH06WalPRJuZmcHCwgILWa+urkqnl/Ehbr99KpUKvva1r6FSqbiqwukx6BtClfQbcpr/AYDgBRCCQuOyQh4qr+lnost+9t7T0C6bH6JiaqQwinfZ/CIgODqwp3mRaWfQ7Cleuv1TE35aBptwFgrY1F3nTCi5PgC79u8mgEZ4GooJ5CxYsMhPxQLs/mJLBaA1XjNL3QPUcCkZh1QFoC9TvgjUyfGhWIBlAbCgwAIUE1ZuANB3oEAF8gOw6uR3ew8oINPYrNoOYKpATnPeFchdqQq5QxMAjg4BXQUMDarmf/5vHB0AhgbL0GDpGlk4QtegcpPSdJvPJjdBzdDJcenJnG7/ndNM6HYVMnHbCj59dRi/W9vGH0wM21EgReq2gUaI/NeSEDn//+E3IU12EpuG/KajvTxxAR+uPmnJ42iXSqWSA9Ky6/2mbNIhXVH26WS1ZIwp/+KIk8lkL6jfPrTly0+teEPakStqZ2g8qM0raPoZQBzR03ee+bpsWfEZFV98xqrFNRNWzmATwzRHmNarUtynSjw0sG0XbZlczroPUHalsHaCuggrx4cIi1B6XoWhvx/6PQEAtV4kx2WyEawCMC0gNwDoArwBKDChgP5u75UfAOrbUARY81JyRag6eb+s40OouYBAXXc/YBCoQ1fJyYChQdE1KIYKxVBhGATSpqEhxwBOxpsCIGtv93ZDNxuPS1NNGPZULfd4U4WNNyXw3sZnJkbwd6veo02pHt7bwkWhrmPT/nyPXRvBhs//nzjWVNQnq1t4KaAt7CsT5/GL1adNtY/56ZfvxO/59pJpaDAN78+M1z6Z4itbMKQD9fHqVlOzxmWKExqPUoAGBC+9KevLBpwuG3C2eAHOnmw+VO6oFqdhca88dm9PcsCmA0/s3xuhcEkI3A5nQyOgppuZh2Mz9PehFl5lm5VXpBu9HoDrGOz4eaURRhdC5+jpd4TMWa6bRgiEcLkjz81SCXvy15EWptHX3c5v82FysZqcn5bGS1x7m30OJLlt/rNFP2tAcEEaVdohcq/UVZKtX0E67QVpmRrKoJ2SwvRnJ7UEX5h8dliNBpzlhylAo5ItvRmmL5v+zbtswL/4jFaLO/KpXJ5V1bjiKVpMFRfY9DJZ3toH1kADsABccDbMD9gGAGrXq66NXi/CnD+2meMB7oY3n++mQ13AVbl7glszyaIoXgNY7MI0Mb/tWM7TjpIAYNXktChNNuKUyi+3zX+mngg5bdr+BbgL0sL0bAPpVJG3Oq8NAF+5HK5FLFNnK4P2GVOYWePNhsYBhAqNA3KXTWeMA/65bMDbZQOS4jPeZQvhcJzsAyd7QH2fgKi7Nz6w805gM3et7BJIC7BWel5lQOWdtB+c1a5X2fM0rA/Y5nU7B8C1Irk/tSp33qxYzdkixv90gbvQL+3jVjWDVJT39JLX92TfmYbg28C4anJx6Iqf2xY/E15uW1aQRhVUkAbIe7ajVJGnrWb7tTOdDWXQjqh2FaFFCaUFzRqn8huoklRoXLaSFz9jHAiuGAfcLpufLc67bFaY5hMWV+r7pOisu49skYE94AiHI1d0uGtL3XM4axr65t20CF0ezOKm5l9hm+x6FjoXAM7gTZ03hbfgul3hchm4NROwXbZj7Gl3H5T6PlDfk4fJc4a0mpyGyaO6ba++bb79y28hES/JPt9RQ+RxWr9EeY00TSoql7RMCzBNJdpmBR83k7daUoh21pRmfshvBnHcfLafvAaqyBQnNA44C9BeGCfrZBNwn8f2B2TNXzH8SSvGqcvWBtzTkvjJZ2rOhFqvEjAI1eLqgN2bbe06wuLQq1C7e6Bo/fYc7mBgs+rwvAULu7DydqFZHmgUmBUdIXAx5C3KsOzr8q8Evq5etzHrBODIK9CUV2CevM/C5gqKMDW7cA1VUnSmAgCpMie3GoCFPVaYxgrUACjaIKyDXVeRmpIrQtnfc1eOdw3A3NtnBWgq3a+7z7coTTE0qIbGitDYczs4gtbXwyrJgUYBGhUpbnQWpFEFFaRFrSLn9cAjEvXFiRF8zK2x7aVPIka+Mp0Ovfvuu1hZWcHW1hY2NzcxPDyMsbExlEol3Lp1K/QAL5kyp52CgvJLQSv3RBm0ECWfHTUH5zXeMSg07leARldrAoDtDx7j3OuNxy9OP6Pi54vLXDbryZYNUcmZjbB4T68rLA69Chi7JPzb1R/osJEbEIBth8MBh7sGGsAG4Ap5Jy3RjYvOmz4u6rrp47aU3Uae244gOJ5zfoC8PpLCNDG/rfTY1d8ne47wOH0/vNw2L+q2vfq2AXdkxqsgTQyRh5VfiByA7yzyKEo6r52p/fqLv/gLXL16la1ncfXqVXznO9/BjRs3cOnSJezs7OCb3/wm3njjDfz1X/91rPvInHZKCsozpRHuEvPZcVq9wgxUoRLHlvLhSMAdGmfrIXNhzZ0PHruLjPjpZ9ykLMdt+PniMAkIhJ5s4rBNqOZuIyxuGlD6+gh0UGFhcRhVQDGg9AzY7WM73iFxAdi0z5rCGoArZ+0nTSHu2ah/4LoujPv22seoc84bpJ1MQREmqlBzRdLnDQuo7wK5Qea4AZX0cCsqaQ3LGxBnWFmGSsLk5NWHkh+AcrDvbAPr6ieO2+7l1jRV6rZNnYPwQAGq7bh1wXEHtX+9eGUEj+47/wdkPdteolXkfie3Qa1f7dQvV58mWpQaRha3aleUfc6aHjx4gNu3b+PWrVv49re/HWqfv/iLv8Ddu3c9Vzfz0tl79Z5ziT2eUVu9gOgDVUSJoXEALDROdeGy88tFLDYC5IuCyCrGvVw2LT5Te3pJsRQXFlf0KnHXQh4bhj0sJT8A5AfIzwjAprlrILq71pRXXJtZ/8C1hZXovAE4ct1Qi408N+e4WXFazgQdHuPIb3f1O+aUk7w21wbGHPd+sNsOIVn7F+AsSHth/JxjQtqTdTe8qbwGrciUZF4bCJ/S8sprZ8Vonafd3V2Uy2W89dZb+KM/+qPQ+33729/Gd77zHfzwhz+MdH8ZtE+BWtHPGZTPBsDy2eKKXmGrxv1C44C8AI2KLgoiqxgH4G7x6m20dqG+R1y2XXimcoCWhsWtXQC77KeFXUDZDQXssO6ayjx533dT6hbbZCD3ko7GddR5O8ANyMHNPVc27Y0vTCsMAOZuI0xe6HeEyZXuXmdRWm+v431xVZILi4mIM8llBWn0s8KL/2zxn7mgKnKvWeSAf+tXWIXp1xZ1WueQP68aHBwM7a5l+/75n/95pH0yaEfQL9aedlQRWtr5bK9WL8AZGgfCVY0DwaFxsQBNhLhXX3YYl63U94jL7u53hsXNXQKjrn554Znd1oVcMRFg81Amr8krDjjLNn4/CnAAUnhTYOv4gG08uNUuuz9c22PgZs8r72wH881vF/rZ32qOvI8KBbaH23ZVkgOOxUTEmeSixGU7yevnrCKnijNohSpKXtvrfyvMZLMvT5xr6ZCVTKdfGbQ7TGmeZUfNZzerZkLjgLzNy6svO4rLBg2Nc73HXmFxshUdbV0AYgGbBzUPZPPwv4Nah++mHO869+FcOACp61a1V6BqBNYU3I5wuT3vnE5Tg0bhLYJ7gBzQ2m2EyQsDgFFlYXIAcrfd0+tw22Lfttj+JX3dJMt2UonT9PgRueKgFSBc61fQTPF292t3kixTjbVliq/s1UtYYSrH21WERuXVnw0kk8/mHY5MUUPjnuJcG9+XzQapAJ4um1SNV6EUBuRhcTY8pTE4xVKrAMAGpgDhgE1hzTtqGNUGlHVA0S33Vttlv2snA1BrZB8YVQewRXDnYLtww35cNrxlrpuFytkgFhB45+g2AFeYvIs6bNttA95umw5csfu2HauAAa6lO2nFOO0WEJftFD8zvLwGrVDxK3+lldfOlMlP3/nOdzA3Nxe7chzIoJ2K2lUUErYIDYjWnw3Asz9b1upFxa+bLQ5U2fngMc695gS3V2jcswCNmzEOgAChts+NKiUV4wA8XTaMXXrntru2w+KO3C4aLtRu66IDU/yALTprs/Z+A9YU1DXbQR9X3Vsdwt/k9qoOBnClbgFmA+I0XE7BzUt03fRxs+I0tUoGw6hVZ36bC48r+QHA2nW7bQZvMnAFgMNts/fGfr80PlQeQ2KInP9sAeFav+LktYMUphgt0/Orubk5XL16FXfu3MHVq1cxMTGBH/7wh6hWq6GPkUE7k0tB/dle+WwqsXKXii8WAoDKB48w8pr8BIcPjYctQFN7e0go1u7LBsD6spnLLvT7uuzAsDgafdhBwAYa+WoHrDlQqyeDUA8VqPUS1CPVfztU7M1qALxWhXLi7bqp26YSwU0Hu1BwS/Pb9PWwGsVpLrdNc91cJbmjb7vXjoLQ9wuIFCIHvMeaXrh83vHZ4vPavKLmtWVKohit2aFIfhXkYWaQZ2qfBgcH8Y1vfANvvfUW1tbWMDU1hcuXL+Ob3/wm3n333VDHyKDd4frk3lYqk9CC1OxawWHz2ZUPH0lzlYHiXBprJ6rtk9A4wHLa/LhSxyAVD5ftqhZXdtld0tW5ALCVtvyATd21w1nXLSh1QD1UoJwYUI73oBxpwNE+lKMclKMccAC2sctOTChHGpS6CeXEIPvbTlvVG3lv6roBchngD26Aqyq3C9P4/DZyRfZaNIrSvN02rSSn403VnGGHyanTFgrS4A6Rhx1rSkWn6lEF5bXDKGgOOZBcMZpMp2WcqWGosbbnVX/6p3+Kr3/96/jLv/xL/OpXv8Lu7i6+9rWv4c6dO1hZWQl1jOf31TvlSrNyPK7CTKCS5bMBMlAlMKcdFBoHWGgcdTunbcOa78uGQUJRSmEg0GUz18mtf82HxUXxwAZscNLw9XG1Aeu6DWEbyDgALHvDUQ7Wfi/Z6GWHNswPNRe81cNG2Fw5sRzgFvPb7DnY4KYnIY7CNDFMzrttAMxtA8xts9+77TB5fY8UpAFAfb9RTc5ctneI3G8REVHiCR9/guiV1xan+InymrPPK+litKyC/PnQlStXcOfOHezs7GBmZgajo6MASK67VCqFOkY2Ea1D5LeGdhIKUzketwhN7M9+sr7l6s++cPkcC2HuCM6IKj/QbbsqAnBFM2DlDFiaCStnQBvsZnPGARsUtX1AN6AWyfrNOLGLpgZ6ifur7wI5EJgYO4AG0pet7hCnzULkJoAdWDABxYQFC5ZiwVIBoFFlzUt02b7ArgNKXYGiK0C9QEBdV2HpgFXvAswuwDRg1Z3n0RYItIjLNaDoJlAnj1fJK+RxWyYADYAFe4YZrK4qlHoRJj5ALv+Ko2+bPX7tFZgGCZPTcLqVV6CgSMacaRb5aSmAvkuOnldhKYNA/YBUkmuDsPQDe3nPIqyDKtScCkPXCLh7BoG9mh0iHwQMFWbVnkueK0Lt64G5e0JOxgwNyBelnw2ZcqrhmI524fI5PHnnCWRehJxQNk686BxywF2MJs4hT1tfnjiHjwJGG2c6XXr33Xfx+uuvuy6fnJzE/fv3XX3db7zxBgN4kDKnHVJp92i3Sn6T0LwUZpEQWfjRK7cIuAuJXNfbTovPZzskVI0DcITGxZW8+AI0mHbIu6tfqBh3u2y++AzwdtkyYPPhcKWuQKmbBNZHOeKmj3KwjvLk54EKc68A6zgHc7/bsVnHOXLdXjfMagHWXgE41Ij7PtSgHBeIez/RWbicOm7LrHrmtwGwqnI1/woLkwMBbtvadfVtA2CvMQBniJwt3dlw2eQ9tP/mluwMymsDkOa1Abjy2uKqXzKFKUYDsgpyL2UtX3JtbGxAVVVMTEzgz/7sz/DjH/8Yv/rVr3Dp0iXp1LTLly9jcHAw1LHP/qvXQQpaKCSuNu9thV6OU1SYynHAe5GQKEVoYfuzA3UsfPkDjqpxr9C4owCtQAur0MhpA9JcNhDssgFSdAY0HDZpzUIjHH5cIKA9MRuwPsrB3OuGsV+AcVAgP/e7hK0A8ygHY59Ane5jHWnkBIDluxUnuI0BqMZA4zH5iDpxU9tzFaVBKzpeG0ffdhcHaVqQJobI7feDVZGD1CGQ99IZGudbv/i8Nr+AiEziZytJxanvyCrIM92/fx8/+MEPMDo6irfeegujo6MYGRnB17/+ddb2Va1WI48xzcLjLVanFZJElbhIiEyypTi9FKkI7egA0Eyogz32fiZbilMd6CV/1/ftcHivZ2gcxg6gmI3QuLUDwCSh8VwRyDWW25S5bK+wOG3pgomGwz4xoOgqcKjBqpuwjnIkLH6cg3ncBauuwDJUmMd5mLoGSyfhXtPQAMuyUwFgq5JZugJFM6H21AFYgG5BsSygx4ICDYBhR4EtIFcFNAVKvdjoxzY+YPls9rzEMLlhV6CrVagqANWCkhsEoNhV+btAToWCQVj6LpTCMCz9wD4hKsE6qELpLsHaP+ZC5PuAOgi1t5ctIqL2ceFyXQO6BhyPKzdQYMt1yhYQoTr3+nk8e/cxeA9Cl+rkxS8ekqZemjiHT7Jwd2K6efMmCx+LeV8aUl5YWABAHC4ALC4uBh53YWGBHa9SqWBmZiaxx6woCi5fvgwA+NrXvsbC4QsLC9je3sbOzg6mpqawubkJRVEijTLNoJ2gfrn69NQP7vcaX5qEaBGamNP2mnZFZdkreGnFHnc+WwNpJYJJWr1yZKCKUt8lkO7uA/QKubzQD5g75Lu8q5/BmlWO50w0VpFuSOl5FdDflz42V1jcLEIxLSj1qp3DVqEcFxiwraM8oKswj/IwaxqDtXGch2moMHUNpq5xj0MhFdj2tDFN16B1n8AyVKh1jcCbromt0NW4DAAa1DxYfhsYhFp3Rwx46fiAYU7MbZPIgwIlVwKgkpw2doH8EHC4C6UwBEs/tEPkQ1AOqlC6h4CDIztEPghzbw/QBqH29sCs1tj9OvLaXeFz2lTk89QA9Avj5/B4nUBTtr52FD28t4WLkhnksrW1M6Wj9fV1lMtl1+U3btzA8vIyZmdncfv2bXb59PQ0rl+/jrt373oek0J+amoKALCysoLp6elQsA+je/fuYXJy0rVu9szMDH784x/jT/7kT9hlt27dinTsLDyeKRHFXbuYF1+ERlf14keXOiSGyIV8NkCArei0UrzfWTXOhcaZPELj4iAVUfKwOC06U2DVGg4bugpjrwCzloO+3436fjfqBwWcHBRwvNuH491eHFd7cVTtw8F2EcfVXnLZbh9ODgqoHxSg73dD3++GWcvBPMrDOs6TkwH7PhRdtXPojTA5PakAvHPbVHxuu/EkxfYvIURu7JIoBi+92hi0Yr83jry2HSoH0Oi7D7nyF5U4oCeM+ApyP8lOXsOmk/yURK92p8g0lFhbFE1PT8OyLMe2uLiI5eVlVCoVrK+vo1KpOG6/srKCzc1Nz2POz88zYAOkQGxpaSny8/fS3Nwc/uiP/gg//OEP8atf/cpxnfi45ubmIh07g3amxCQr+BFD47JJaKL4IjSpuP5sAI52LyoeFiyfDRvYdn82Aw/tzfZp86IKWgxEMQeg1AFYOoG0DWoSEs/bwM5D3++GcZyHXsvjeLcPR9U+1A4KOKz24bDai4PtARxWe+2NXHdU7bPhbe8rgrtOThJgnzCwx2FUyckEIJ2Uxkt04rQgjSlHncNu44SHngCZu4F5bQDOvPZxA9x8MVoYjbx2AZUPHjku47sU0tbYtZHQvdrimOFM4XXjxg3H3ysrK7h69Sr7e21tzQFCGjLnQc5rc3MTlUpF2mIVtlc6SIODg/jpT3+KTz75BKOjo9A0DRMTE/jCF77gul8aRg+rDNodrNPau8mPLwXcIyabkqwIDRyw+f5gewoalcMJisDJOfOpbJ8e/wVAALABKqS9y64UN/Ikl13rJkVnx10EroYK4zgP4zhvu+teG8i9DNIH1T7s7/XhYK8PBzbED6u9OKqS2x7v9uLkoADjOMfAbdVVu7gtD5wogGXYbl9jbpuvJOelK++R15Bz2/x4U6hFVkXueK2shuNWCsLrJ7hsAM5+bV6SYjQ6utZLw6++gMqHjzyvDyOvuozPXRsJ1avdCnmt/HcWpqJVq1XHVqvVpLfjW6E2NzexubmJ8fFxAECpVMLOzg77G2iA16uFysuBl0olT9DH0eDgIN566y2YponV1VV85zvfwU9+8hN885vfbOq4GbQ7XEksyRlnda8oPdpRp035jS/1FTdBi8le1QsAG10KEIfHZE9Bo7+DwZsbqOIhw85lB4XGAeKyYVSZy7bqKgmN11VYukJcMQfsk4Nu1Gt51A67cXzQTSC914fqThHVnQF7K6K6U8TBXh+OD7pxWO0l+xx0M8dtHudhHueYo8dxnjhuSyduGyBjVA3v58mLH2/aeKJ2BAIeJznGbmM6WsEZJifFaA1Ys1W/4G7/YndnR1ksyfKsmmZg98PfBz4Pse3Lbwb571a38NlrI6HaG1slr7kNnVTMappqrA0ALl68iMHBQbbNz88H3t/t27cdYW2Z5ufnsbi4GHpYCdXw8DC2t9Op+h8fH8c3vvENXLp0qeljZYVomQA0P7a0VSIhce+iNQIHu+K6u895W3O3cZpq7Yq7kouVXdBhKuw+ParGAbtinMqoQrEGoRh7UHQVlq4CugLoGqkUtwvO9Foeeq2Lwfr4kGwntTwOD3twUiMxat3QkNMMdBXqODnJo6f3GN0GqS7v7qtBAciCHPbyokrOrjavq1DqKpS8BSuvQ6nngJxih8gHkcMr0O0qcuqyQytXBPRdAENQ8gOwdLsYre4Eq1LodxSjMZ2QYjReWp+zMI3dVX83FEOFYmgwjUbpuNcYzAuXz3sOV8nUeXr48KGjUKtQ8J9+t76+HnjM2dlZvPHGG4FglyktYCetDNqZUhft0eZnRFc+fIThV18I5ZgAAEcHUAd7wCrHATJcpeiGuFLfIwPCABKm7etntyFhXPsY+YHGvsouLFgsnx0kGhoHuMlnZpHkzi2TDCkzAategKUrsHTFBnYX9OM86rUc6rU86rU8jg+7cXTYjcPDbhwedOP4JA9d16AbKroLdeQOTRSLBzD0xvQvLWciVziBfpyHmjOhddftkwQN0C07n25CyedhdVlQzSIM7DVC5CGryL1kYRcKhpwXGrtQuoZgHVYB8TqQFIa5d0x+7+0hrV65cAMlMp09FYtFV3W1nxYXFzE2NuZ5fblcxtjYWCCwvcLmlUol9FSydqol0I7TDxe0T7PXZ2pOdLBKEisnBerooAFhL53s2b3a9prO3X1wAN6oNj7tLBdLgN0oQrNAW61kRWiiNPUVmLBbvmhoHAqg5wEjB6tOjm7VSf+1pWswdRV6LY96rcsB7L1qHw4Ou1HZ68FxTUPdUKCbCnryeXQXDOiGisEB4mY1zcDxQTeprNdM5LrrMI67oFJw0wpyowuWdQSlrsHKV6EYRaiqYo9mdUpX3kPOeo31bFOphVdhGv8dVBVQYIfEc8VGKiI/ANR3ga4hQJfnoJXuPigH+2T8qYdI29eBq1f7edGXJ87ho3vPAlNZz7NWVlZw5coVz+uARgtXpVLB9va2FMK033tzc9N1/eTkZMKP2q1qtYrt7W18/vOfj7V/6nEkvh9uamoK4+PjmJ6ebmqfZq/PFF6/tXN9aWj3w99j+JVwo2EdeWyArRgVRa5iqaDb+xShee6DQZLTNnUyT1zPwTI0WLpKgH2ch2Fo0Gt5nNS6cFLrwuFhNwP23mEOT49yeFpT8bSukN+rXdg/LGB3rxe1kzyODrtxctJlO3Xi3E1dJScGdbvH27JgmToUIzhsoAnDVqjULrvNzZ6IZqnh1/wF7KE2erR9Mp0umVaMnLbsrDGEZJAFSNh8fX0d4+PjrFBtaWkJw8PDbD/KBKq5uTlHpXi5XI4VUo+qH/3oRyyv/dOf/hQ//vGPQy/JSZW6056fn8eDBw/Y35OTk7h+/bpvE3vQPs1en+n5kMJC435zzu2Z45KhKrGkV4nDNXNkARA9B1j2hDFDI5uustD4yUketVoXjmt5HNU0VE40VC0LVcVEHRaKloaiAXQf5pDTTNRqXSh01dGjH5NhLIbKjmvpKixDIycKug4FBmAZAJRGJCAfMxytFslrRZUbYLltUUqhH9ah/Dq1pxfm/j6gFaH29dohcnJSoPb3wNiNN2AlbV2yW7o+mw1VaZtGR0cZiKkqlQq+9rWvoVKpYHZ21nEdja6urKxgcXHREW2dmZnBwsICG9qyurraEj5MTk7iBz/4AT7/+c8zp727K6+v8VKq0A7qh5OFIoL2GR0dber6VoQ/nmfREaZJyTo+gDbYDb/is46QXYQG7LmuskzNnnSmwjRyMA0Nhr3Val2o1fLYP+zC7nEO25aFbVXHrlJHXTFxbOZhmHnkTzTkD/PoLhRQKNRxUutCt35sT08DObauQbO4kw+jC8CR6/GEkZp/BUb9A+ccMa0IS9mFgpJ0H6UwAOtADuu0JRtlmulsiY4o5UVbvvxEI66ieIiLveBp6dKlS3jzzTcdl4VdKIQqdWjL5NcPF7RPs9fLVKvVHD2C1WoW0oujJ+tb0jWMM0WTrlrQFRN6yBMVUw9K+GfKlOmsqC2npXH64YL2aeb6+fl5R7/gxYsXIz22TEQXxjNgJ6GcqSBnqsjFzP1lytQqWSxFE36zPFr2MoVTW169OP1wQfs0c/3c3Bx2d3fZ9vDhw8iPLxPRo4SryZXuPhj7x4keMxXZoWMvkUU/TKiaDlUz7EVSDBQKJygU6ujvPcFgt45hRcGQmcMLZgEvGN24YHZhCApKXQb6e+vo7qqj0HWCrsIJNLqQCD12zgAULqCtncR+Omb9A2iKUKDGUgByWbU9QG1PC9ezd0/HFLBMz7e+853v4Otf/zoAUpQWJ6qbKrTj9MMF7dPs9TIVCgXWMxi1dzBT58rKFWHV9gNuNQjo7jx0bOWKsLQTQD0BVI0MPbFXMFM1g2w5E/lCHflCHZpmolA4QXehjp6CgVKXgRFFwQuWihctDSOKggEN6Oky0V2oo1Coo6twYp8AmI1javaAFc0AcjqUnF18p5DQuaXuNdbFjiNT+HLR9wDIAW3V9l0DVNhhjg7ZRDrz4BDgpqeZ+0dAT590vzAK24kQR1kRWqYkNDExgeXlZQDAm2++iTt37kQ+RurQpv1worwKwoL2afb6TNH0BxMj+E1Kc5gHX/6UY+CKn4wDoaCq0E++9CPIqkWDs3UkX47Tdx/sAkoOUHME3Dkdig1UNUd6qjWNLLPZVThBT+8RenuP0dd7jNLAEQZ6dZzv0TGUt3A+b5Hfe3WUikcYHDhEb+8xugp1dHWdMPDnuutQcyaUnAElT6rFoShQ1BwsrR74mA3Jql8AGSCjqa80Vkczo0HfOt7nFhjJdBbVzBjT51Wf//zn8cYbb+Av//Ivcf/+/cj7p/7qBfXDxemha/b6TM3rU1dH8NvVFo39C+O+ugaIi7PlWimKd5nKICxuNrmCQdJPzPUUK3pwCxg/j9zhZHN1QDuBkjcBKFDyBgGqHcbOFeoo9B0hX6iju/cYPb3H6O09RrF4gHOlfZwbOsT5wRrOD9ZQGqjh3NABA3Z/8QDdvcfo7jtGvnCCXKFuT0Q7gaKZxG3nydrglnYCKDky4U0twtL2YGryE5ec9RoA97KdZu19e41wrsed772u7wHKIFtyUybr+ABWvt/zegAwxZOy50wfrWaDVZ4H7ezsYHt7G7Ozs1hbW4s1PyR1aM/MzKBSqaBcLqNcLrv64WgPXZR9mr0+U2s18toFPHnHmXMsvfwitt8P57IBAD19JHzKq7sf5qH7y97i18gWQuQOt80vKmINEngb1cYiGz7i55DT5SwttWqvOa1BUYnbVvJkJriSs6B115ErnNhu22JOuduGcW/vMQaKhxgcOMTI0L697aFYPMRA8aAB7N4jh8vOFU7s2eMmkDPIljeBvAUrR56MaQ9GUdQi1Lz/8pxBy3cC9omOKG0Qlg+8+ZMq8/AI6BZALq4KlinTGdPQ0BD++q//mg388lvz20stGWPq1w8Xt4eu2eszOfXg3tapWDTEPDiCVvReWMA6OgToClHHB0A/N0lNHQRg93Qq3O+cFGuQzCDn77P2PpBXYJ6871o0RC28Sq5Xi4BmkWI0zQByKpAzyX9YToXafQJLVwi4dQ1dfUegA120HClKyxdOcHzQA6NXY4tiaJoJTTPQVThBdy9x14W+Grp6j9HVd4xcoQ6tuw61cAK154Rz2gbJZysKWWITsAek2LPFPaagBUqvAlaJvL71PQBD9skP13aWK8I62IeVK8HaP4DDG3QNuGbdkNSH2z/o+8cwdNLPbhUGoBuq52IhAPDknaf2CWJycwIyZYqjd999F6+//rrr8m984xts8Nfbb7+Nl156KfKxn+/kwinQR8K6uS9NjERaL/fStZHAdbllBTafuTaCX4fIZb8QI0xeeuVFbL33JNI+AJgTc+S3C/2NpRu5EKzDbWuDDbet8aFcO0zuU4im5Qik+SU4eUlD5EoOyBN4KgWVuW21oEPtJpDt6quhq+8YhV6ydfcdo2/gAMWhKvqKBygO7bHf+4oHGBiqorvvGL3FQ3T3HqPQR6CtddehdtehduvkJCFvAt11oAuwclZj8ROPIjQaFuflVTkOo9pw2OJrpg2yKIZY/GflBxxrY5uHjQI0VpcguG7aMaD09jaWXqXXGRoGX/6U9PnwenR/C+fttdx/t7aNFzxaEh+ubuHTdu3GH0x0zonrLzz+z3/eQetlm4YSueXLNILn+p92bWxsQFVVTExM4M/+7M/w4x//GL/61a8AgI0x/cEPfhBrbe0M2h2s05rjOn/5HB7dT2khkW7hy94WC73mB2Ad27/niqQYypYjdEtD44oHhOg+PsVorhC5WoSlVmHlLVhaHVbOBArHUHrqULpPoPbUoWhkRS6tu45ct46uvhoKfTX0FA/Ra2/FoSr6Bg7QN0B+HxjaQ7d9m4IN+66+GrRuHbn+Y6gFnZwY9NSh9NSBLgtQNPI4cgbMHGBpe7DyijQ0LstnmyfvQ6lbBNb2Cmas3UtvvHa0NoClHVhev+iuK8j3O0LkTEJY3Ng/htLT61iDW9T2+49RevlFz+vD6O9Wt/ApyTCgX9/bwmc65H/vix4nEV+cOCe9/MPVJ/hSB623/Tzr/v37+MEPfoDR0VG89dZbGB0dxcjICL7+9a9jbm4Of/M3f4NqtYof/vCHkY6bLc2ZKTH9bm0bOeE0kIQrn0CzLx965QU8e++x63a89L0aLM2AlTPQNdjlvkF3H1Cvwjw4glosENdmVGEeHUId4ELj9iIjVm0fSl8RQAVWbQ9K3yCAbVj1PSj5PgCDUGDC0ncAWIBiQUERgOVa7cs3RA7YoWiLrGGdNwHLBOrEASuosyAybclSNQO57hOo+90wDQ35Qp2MObWnnKl26Fy1l+IkOew6lJzJgK321KF016HkLcDemMtWcgSkKnkeOuSV4uy5CPl8UoTGpQv0Ksi5/qB94qPaJz6HgDoI63AfgGqfLGnEZR8ckpnnun2MQj9g2MVn3UUWLjcOjmAYGpTuIhmZHqCt956g9MqLePZew3k+eecZRl67gMfr6YfIN+5t4XN2lMovmvXx6hZGO+QkIFNrpCgKLl++DAD42te+hm9/+9sAyGJW29vb2NnZwZtvvonNzU0oioI///M/D33szGlnSkReoccoIjlLDWpvL5Re4rRMQ4Wxf+wesCI6btr7e3TIKpWt4wNYdssR6R2mv+81HLakGE0cIKLlCJSDQuTUbZM1uQk4kbdIiLxHJxDPmVB7dKgF4pLz/cfI99XQPXiI7sED8rN4iL7hKnqKB+gpHrLruvpqyPfViEsXgd1TB+z7sHImuf+8wlw2XzUuy2fzLlupSyrnDbu63n6NLD5ScbLvLEKjPdqC2w7s0QYi92nzwA6r365uSx22qAcSEG+uesM5bE1IlPRWpytr+ZLr3r170sEpMzMzuHbtGt566y188sknME0T3/jGNyId++y/ei3UlybO48PVGLnaDtJFezWjNDT8ygvSyVVk8Qzvj6LS3Qf09ME4OHJWkNO8KK0gt9dito4OWU7bOj5gvcJWbb8xsetk3wZ3cF47TIhcLTTct6XuwcrDBrcJq7tGnHaPDqWnDrX/GGpPHWq3Aa2v5oB3V18NXf3kJ4H1IYN1vv8Yuf5jaH01aP01qAPHbmD3GLC6tEabV5cCqEUoapFVuXuJrxrnQ+N0EppCB9Gw18p221w+m1brWxywLRoWt98fseKftXvFHKwyJAxV4V32o7WtpsbrXpSA+HMJDFl5qYNy55mS19zcHP7oj/4IP/zhD1kum0qsGJ+bm4t07AzaLVYnFZHE0UPbafydj+Ogo0zPvXY+MEzpB2uXevqA7j6YB0eNYrTufmkxmnXMg7sxocuyXSE0AhyL9hljEIquNvq17dYvvl+bum3zxAlxuu60Wni1kdvOKwTcXRrJbXepDNz0p9p/BG2gBrWgM3jnBmroGjxAV+kQXaVDdlmu/xha/wm0/hq0gRqUbnICoPTqQK9B8thdqu2wSZjeVKvssbDH6uOyzbozdE77s9lQFdafPQjoKnvt+Hy2Vdt3OGxWhJanJ1i2w7YjJcaB3folaffS92rQ92qo79VQ3/MeZfvs3aeuaWjnXnPndVs1V+CT1ax6/XnX4OAgfvrTn+KTTz7B6OgoNE3DxMQEvvCFL7hWoKRh9LDKoN1CeRWPNKvRayP4mIPopYnh0F8cfuE+Xr+5RypsAThCi+IXoZerkfVqG3rMj5+sGK1A3Jx5dAh4ueycHbqu7blC5Czc6xEiF3O9IrgBrzC5De7uGoFrrw6lD3bRmE7gPXAMbeAEWv8JcoMHBM59NdtRc5f1U1jrbH/eYZvdJ7C6co2weJfCwuJhXbZSt1wuOzA0DsDSNTa+lBb/WbQo0H4/zCO+avyIvH+SIjRj/xiGobLKcZouMez0iUziZ8tLL8RYhS5O5OnSRDby9HnX4OAg3nrrLZimidXVVXznO9/BT37yk1gV47wyaIfUV66ex8/WIgwD6VB97towNuwvobBhPq82GD94A/CtINdN/+UkqcvS6Ze4K6fdR4ar0C9/wJXXJtA4IEtX0rCtR4jcvlN7a7htGFWp2xZFw+TU1Zp5wMopTsedV4nj7j4GepzwVXrqUG0HrfYfQx2oka3/mFw2UIMycExC4gPHUPpgnwQYjZC4AGwaFqcV40Eum89l8y5bsQah6Erj9VEGYdXVRmicnnxxg2wsXWOT0NjJVJdwssW1eRkHR6RqvLvPt2ocINEZ2QnfyGsX2O9iu5eXaOQoaFRvNndcriynHW4p5/HxcXzjG99g7V68xPB5kM7Wq3fK5dWXmYTC9GqLjiJKrzYV/YKkX5gAXAMvxBwkVX3vWFqMpvT0stW+pHltezKaeWjnTfP9JK/tEyK3dNUZItdJRbSCQYfb5udtB7ltGbgdoXJa1d1jMNeNHtt5D9QIuIs1KH0W2ey/1WKt4axtUKNHt8PhKsthi8CmLV5eFeMU2PzzCnbZqqNdjvVm6yqLZtD1vR392V0DMA8PG5PQeMdNFwqJmNMWT/xo5bhMYqEkn96hEaQ/mAj3eU9a4iyGTKdLxWIR3/nOdyLDFwD+zb/5N1hfX4+0TwbtDpFXP6aXog5YaYXCVJD7FaOJQzRcol/sXF6bubZCw2XLQuR0xS/LUJ1V5HXNXZAW020DAeDuLsLstZyuuw8EwDRs3gco/YdkK54wqKN4Qm7baxBY9xgwe0xyvO4irMKgC9hAo8VLdNkU2HxYnK7k5euyAdCcNqsatyEtDY0Dzv5sbqiKVz5b3z925LP9JNZEiEVooviIkFcFeZge7Y2E4X5aZzJkIvrBD36Au3fv4s/+7M9CwfunP/0pbt26BUVR8Cd/8ieR7ivr0+5wvXRtBB/de4Yvc/nwlyZG8EnIXHRcNTvW9NHaFjSNFqM9Rc7+Xn/yzlPkuE9d6eUXUfnwETR7+crQ6u4n40Ltfm1oBtRiP6CZgLEL8+gQykA/LM2EdbxLxnr2FwHs2I5Qg1IYALBD3LZlQoEK5AdIz7ZlQoEFWBZgWrA0UpSmQoGZDxht2vUqzJP3YeUVKHWLgNsAVFOx+6UtWHnLzh8rQM6AoquwWCOzLYuMIiWXq7ByBvmZN9mkM+KuySQ2S3MCW82/AlMyspQHNh8WV4wBqLT4zqiS/mldAawSFKiw6gdcAdoQLP0Qlr4HaEOwaoewdHt06fExLOMAVn4Q5nENpn4IdA0CmgqzegjT0Oz+bBUwGv3ZhqHB1DUoPf1QDA2qocEyNDa+tL5Xk57YDb/ygiOnfe618yw1c2F8BL9b23bB2q+QEiCff7FyXKz/4Hu0vf5XPo75f3oapqEBYFPOou5zFvXmm2/iwYMHeOutt7CysoKRkRG26iRApqQ9ePAAw8PDuH79eqxlOYEM2pkkunhtBA8lTuI397bw2WsjeLi6hYsT5ItPU4h74WeQXBgfwZN19/4jr11wjC8l40wfQZN8Cut7NWiaAQwUYB0dQtNMAi2NbibUwS4b3mTWtnlYJfAeGAA0A9bRLmm56huAopmwjndsWJN9rNoOkFOhALYzN2HVd6DABGACigl+2AoFpVonDlpTX4FhfhAIbgBQUISpgcBbHSSuVhuAlbcX8hB6o8kM9C1Aabyw/EhSS90D1CKpENcoqJ3Als0YF4GtKa/ABD/9DIBhkcr5usK5bBVQhgCogH4A1PcJrI8JrBu/H8DKl2CeHMOqHQLQSGh8j4O1rrHhKqauAT0DgKFB0TUoNshlUmkxmpDPFmeOe9VSxBm5KypOuxc/WOWXq09Dt3tl09BOny5duoQf/OAHAIAHDx6gUqmwFq9bt25hdHQUg4PytebDKoN2Cvpw9QlenpDn1tLUx6tbjn/0T1af4SWPf/CNe1sYs79MNle3MBrwRfIHEyP4rcQ1fOrqCH6/tmV/IW4xR0316P4Wc9ZP3nkWOBmNhjtzvb1QNQOAQXLamgnFhjM0A1BNmAdVAmzNgDpoT0bTDJhHVXvRDg1KTy+s411Ymgkzp0Hr7iew1kxPt20BUHIDDrdtGbtk+BeKsHIKtNyrMGrvQyu86gtuAAzemvoKzNr7DXibCpBrAJyXZewCyDlmhlNQA4CZt0P8eTtPz8EakE8+E4FNHxsFNp1+ppiAYilQoACWAkU/ILlsfY/85F02NFiGSsANlRSgGQcANCA/APP4GKZxCBSKgKHBrB7B1O0q8O4iORmIGGQB5PlsXucvn8OjtS02c1wG6zBFaFErxz9ZfZZVjj+HqlarKBad8/1p0VnUlq4gnc04RRsVdKb7xYlzqYS4xDGJfl8cvFsQnUPcYjSqF+xwJOAuRqOS5bX92nk8RfOhXBW5eXhEqpS5QSumoTkK0iy7mpy1f+mqI7cNheRsFV0FbLfJF6UpusUGrvD5bVkbGNCAt2F+QIrDCq8CGhl2YuZBctE5xbkVBslm/2107cEsNPYhxW0E1F7Api7bND6AaXyAHF5xANuVx2Zh8Wojp6/vsdeEgNuZy6aV45auOgrQTF1tDFTpsgsF+apxbvEXg+sQoJ8D0w6X64bq2aMt5rN17m+/fDY/czxMEVpWOd5erays4ObNm1haWsLKygpmZ2dRLpcdt1laWsLCwgKWlpYwOzuLSqXS9DGjaH5+Pva+UZU57edIn9zb8i14+ey1YfzmXnIDKMLmtQ1dhZZz2y0aIre4MLkYIkfOIEt1FvptF27CPNwlK15pKtSeXlg5w3bbGkzA5bYBEMdd37bdtcl+8mFyNo88D8CsQq0XWX7bz3EDzsVFjBOSD6dioXMfkXw1NySl61UYVsNNyxYC4UeT0oIzFhI/eZ8sBCLksR1h8To5cWHV9coQUD8kleKOXLb94HNFmLUjWCdk1jh12aauAoVBIKfC3K3BqB2RXGjI0DgJi8un5ulCqLzZfHY7itBOswxThRGxhSvq7SuVClZWVlAulzE6OorZ2VnHcssLCwuYmppiueNKpYI333wTy8vLsY8ZVbdv38bKygomJydx/fp1XL161eW8k1LmtCMo7V7tL06MeBagyNpC0qwg9xpnSkOJD223Qr8A6Rcj/ckPWeFzjOI/rKxf2zBU6IbqGKwBgLV+8VXk6O6HYajEZVO3bWjMbZtHh063ba/8RcK4diW5OtioJNdV5iitukpawOqqndvlJqWZAza4yWMO47ip1K5X2QY0XLPfBrXI9rHyCgO2mn/FBWwKaOqsqbumRWc0JE6BzUaVSoHdeC34vmzHMBXbZZO+bM5lA8RlGxp7fwCw9425bdtl81XjXjJ01fWZ4T9T/GeN78+OMlQlahFaM/po9VlWOR5CDx48gGVZ2NjYwNTUlOO6u3fvOqaMlUqlQKcddMyompycxK1bt3D//n3cuHEDQ0ND+MIXvsCW5QzTyx1WGbRPgWT/1EnPLg4zGY0OWfm0cN801BimX5uX6JyCQuT8oBVXzzbt/aXT0g5J65epk4pwK99PoGIPW6F92lZtn/Vte4bJ+d7tupIIuKl4gMs2HtyG9QEM6wMGapm7puLniDvC4dxPCmylbjXau7jn2hhXaofF6xo5uVFtcBtqY864rsE0VDYBzdRVAutDLiRe6Cehb/t9EweqKD29bApa1NA4/9niP3Ne/dlx8tleRWh+leNiEVoYpTmv4SyqVCrh+vXrDNSbm5sYHR1t6WO4fv06vv3tb+MnP/kJtre38bd/+7eYmZnB1tYWvvnNb2JoaAgTExP4m7/5m6bvKwuPnzGFLUajk9HGro3gc9eG8WsuLC62e9G89udCOoIXxkfw2K4e9wqR67qKHBcSl4XI63vHgL3UJgBoXgVphgkcH9jFZyQsDpCwKjQT5tEu1JwB075zrbsPjdavxpe/UhggIXPdgGXtOsLkCgZgwYSSH2SFaQqK5IQAzlC5ArsVywa3LFwuEx/upvIDc5AorFk4HD7A1qnDVuwZ7PZJDAbtanGNndhY+j6QK8GqHdl/NyrGTV0lLV5Qicuu1chlNVKARlq9NLsATbV/934OYUPjj9efsdA4XSSEd9piiPzhKhnL+5t7W4nls8MUoTVTOf7z1ae+leOnTaL7LBQKKBQK0tveuXMHw8PD2N7exsbGBm7fvs2u+9GPfoQrV65gaGgIMzMzGBsbw+LiYuD9+x0zqkSnPjo6itHRUbz55psAiKtfXl7G1NQUlpeX8frrr8e+r8xpp6Sgf6J2FaOFmYzGy696Vlw8xG8OuVeIfOiVF9zhTvtLWvEZtsK7bQCNkCt12/YiItRtm7rmGm3Kwrx2mNyqq8RJnuy7wuRsuAhXmMY7bkW3oNYb08WUuhXadcscdJCT9hMNhWvKKywcTgENo8py2KRPHA5g0+dp1fdIRb2ukiI0BmyNTT9jYXFuZKnLZXPvh8xliwVofguERAmNU/12dZtFgIKW4/xMiBXuOjmf3Y52L9OKMcbUIu/ZxYsXMTg4yDavYq7x8XFMTk7ixo0bmJqawtjYGG7evMmuL5VKLCe9sLCA5eXlwPB40DGjKqiN69KlS5iZmcHq6mqoEwo/ZdBOQWEqyP0UJTyWdl5bJtniIXyInMI7ahW5oatSR1W385wU5qahOnLbFBJ0Qhqf2zZ11TXa1DQIfExWRe4RJhfz27rqBDcXKgcaK4J5hcvDhszjiILaBWvAkb9WdaHojE48s4EtzWMbmqNa3LJfPwCk+Mwgr7/FZoxz4ObeD0cu237vxFnjsgVC6lVnjtuvapyfNx53jfdW5rOfZz18+BC7u7ts81qikrpWqlu3bqFcLjMwz87OYnR0FMvLy9jY2MD29jauXLnie99Bx0xLpVIJk5OTTR0jg3YMpV2M5iXxn7zVee1f26HEMOK/MGVLdYqrfokOqr5XcxWkiRJz26ahutw2v/qXqWsNmBiqPSdbZeNNHU4yDLjtHDcBOBrjTu08t1q3w+WC6xbhrSmNym7ZxsvvNlJYc+4aZpVEBeoQis48gM3lsa266gC2tPiMvr50NS86F97uy/Zy2UFjS9W+HtdAFVnVOP2siSvNia1eYULjSeezvfQ8F6EVi0XH5hUaF1uxaNHZ5uYmNjc3UalUGAhHR0dx//59lEol3xYuv2OmpYmJCfz4xz+Gwg1MiqMM2hH1lavtmTgU5Z877DKdXit+eS0eIpNXiNyvilxcQERWkCZCOshte1aSHx41QC0Jk1vHB44weVhw8z3c0KsM3Hy4HCDg1nKvOuBN1+TmAa4pr3huMjjzG4WzF6ypu3aEw+vOHLYnsPUGrGEXnPFhcWnxma6yvmyTny/u4bL5AjS1t9cxtpSXbjpz22JoXFzVK2poXFSS+eywk9B+sfrUM5/dibLs/8UomxVhjGmlUsHNmzcdMKVueHR0FJubm671qQFgeno69jHT0ptvvomf/OQnGB8fb+o4GbTPmMKc3UcJ6/m1fvmFyKlkIXJ+UQfeMemm5nJUfm5bVklu2nOsHQDhWsC8wuRRwd0YvqKynDCf56aumw5i4Z23l/sWQU4lAlp2WwpqB6ztgSkOd00fK9fWJXtuzsIzzc5hu4HNXmN+kIrw+pO0RXSX7TW21PGZ8RioElQ1LlNQq1e789lnqQgtrEqlEmZmZhwwXVpawo0bN1ioeX193RXWpq1XAHHPCwsLoY+ZlqampvDWW2/h85//fFPHyarHU5TfOFM6Ge2rCRSP/HL1aegilEsBxTZBI01pFblspKkoWkV+YXyEVZHzVeOGqUJT7d8N1bFoCHVUmtaYtsHPIwca1eR8JTmpHrcHr7DrTJiGYU/yMiDOWlVBJmn6ncHSgJZl/25hDwoG2NhTWArolHFYCrmRCVhq1R7KQqaesXw3V2nOHkdBGMAiEQN9zX09W2LTBBSTtneBnEBYg4BujyatK+ykw6ofsNY2T2DTsDhU0t51fOwENks7OAepQNfIT0OFuXvSaOnr6WPDVMgWvDiIXwEaD3FxoMpvV7fZPIEkQuNhFgkJo6Tz2WH+/3/xzumE+9zcnAO6W1tbjsEpy8vLmJ+fx8jICOvR5ivBV1ZWsLi4iJmZmdDH7GRl0E5JX5o4H6lIjBcdsvIVyT/iR6vxVvyK2vpFQ+Ri69ffSb7kHq5uIafAtYDIb1e3kdOI286pxG0/tcPiuqEiZ0M6qP1LNo8cIH3bsoVEKKgbLWDOVjCZYoFbUQHLXnAEKmkJUxT7Wh94q3tQ685pSWzlMOG+RJlo3EZc37uxfOgAVxynNGCtK0B9n/Rg85CGCksfsnP1HsDWNbKKF4ZIDpu1d7mjGmbNLgLMFe1UhkbC4naLl2m7dL5iXFyalbrsk+oJtF7S9mcYqqfL5meNU4VdICSJ0DivsP3Zrcxnp1mHk7aoM/a73q9da2pqytWSFXTMTlYWHo+pdvwThP0nH7024spri2o2RP4HtlsJCpF7FaRR8Y7JMJwtPbJhK/W9GptLzfKhXJ7UsMdjmnSGtQgUXeYQteihcn0IEMPlxwfksnojBM0XqjU2i4XO+dx31A1m1XkcWhF+bOfYj/ec7Vwe4XDr6MDumx72AXaj8Mw0VFj5fjmwI4TFqfxy2VpvdyiXzReg0c8cX4AG+A9UaTY0nkR/tlc+Oyl96bJ/10oc0TGmUbdM8ZW6015YWHDMhA1zdhO0Dw1rbGxsAICj742GQq5fv47R0VHcvXsXExMTTc2VFfWVq+fxi7XOLAwJoygh8qiDVrzcNl2u8/zlc3h0/xlyOW+3fVI9QVexi7nt+l6NhcRzvb1gTnuvBitnINfPD2Dp8w2TOy6zHbiVM8i62/bgFlOvBjtuxZ7JbS/t6XbdKgmZi86bHsAxR8a5LGdoGWRFLvK7HQIHnM7askPh4GF9AGCoMVO8rsHSD0lblzkEyyIDVFzApnlsy275yvcDqkbWxdZUmNVaA9j2iZCpO102HxanC4PQTgHaly/LZUdx2bQArVND41HlN1Ql0/OnVE95KFxpeGJ8fNy3qi/MPrOzs5iZmcHMzAyD9fXr19n1dBD89PQ0pqenMTY2liiwo8qvSCRoxa+wc8hfmhgJFYqPU0XOy68gjc4iB+Rum36hhnHban+P828ubFrfO2Zf9kpvL+vxlRalcZXmJl84xSpZCWAaRVUq1wrm47itIdK7zBeoSYrUaKGaw3nz7ptux1XBiUfYPI7JO2tFJ26ahMBV1r4l5q9Jtf2hnb8eIpuk8MyiA2uE19LRbsdVixsmjXqQ24szxsW+bF5+Lptv86LyKkDzkmygSrOh8SAlmc8Os4b2z9Yet63rJVPyShXa8/PzjlzC5OQklpaWYu9TqVRclYLT09NYWVlxlO8nOQi+GTUzocgrTNbOEDmvMD3bYSak8Y7Jr5JcnJImtoDxYXLWFkarycWhK4dHZFqaD7h9Q+V1FebBQSNcbgwRKNZVQG/8bh0dMGgq9SHgaN8NcBnEw2zHe1DrJUcYHHUFONqHUh+CcnzghvXhQSOPfXjoGQ5nr5OuwsSQu1Jc1xq974eHjvYu8+AwMCweNGM8rMvm27x0U3F85qjLBtxjS2VKMjQu5rNloXHx//i0zhs3DSXWlim+UoM2bXqXldCvrKzE3mdtbc0BaFq2n/YkG5lOc3GHLLzHfznxX1pRerb5cCQgn5Bm2P+0fm6b/a47p6TV945dLWD6Xg36/jG33GOjd9s3v03HnArgNg6OvcGNEnGjnOu2Dg+5XLfK4E1z3zRnLAM46gqUesmRfw4DbKVeYvujTo7J3D1z0xJYG0PMXZsHByQc7pG/Nu3X1FAHYaiD3oVnfB6bC4tT52wYmqMnmw+LU1jLZoz79WX7ueygFb1oaFz8HD+4t+Vw2a0OjafRn32av6MyyZUqtGXyWzYtaJ9SqYSdnR1HczqFOd9zd+fOHZTLZbYgepBqtRqq1apjC1KS4aY4IXJRSYTIZb/zX2JiQRp123xBmigKbPqFSt02yW0Hu22qetVZYSwLkztWATM08iVvh2l9C9NEcHsVp2EI5sGRy3WzIjVzmDhY6nD5sLlQ9KXYhWsukHMwd2z0OuqkHccYatwnd5JgHTZcNoP14SE50aDP9fAQFkqe+WvxBCYKsPkhKrRa3CsszhefGTqpGpd+JiK4bFkuW5SsAC2sWhUab7Y/OwuNny21vIyPrqqS1D7z8/NYXFxk7jzOIPj5+XnH4PqLFy9Genx++tLE+cC8tvd13iHyMP/8QSHyS9dGfEPkSbttWW6b/0L2c9tqH8lzi0VLsmpyU9ca8DZVe3UpO78aAtzSqnIM2VD3cN3mUCNkbg47w+b6EKzDg4b7ppfxldu6CkUfItvxgXvjrqe3Z8fR6XGGmKtmsLajADyszQMO3HY43Ct/7TiRUQcDgc1PPaN5bH6IildYnG/xAgC1v8fTZfMV41RRXbaoB0KUiZ64btzb8p01nkRovBm1Y5GQTO1V6OrxcrmMt99+O/B2c3NzvmPaogLbb5/Z2Vm88cYbjry1OIbu1q1bmJ6e9gy708f8rW99i/1drVYTBfdpklfP9m98lu6kbvuz10bwO4nb8KskF/u2R167gK33niCXMxv92arRqCi3q8fpsp20mlznKszp0BXj+ADYPyZV4jb01e4+MmzleN/95CkkdPe5rGLYrjankTPdXBHWQRUKXdpTI9XRAGDpB+Ry/RBKTgPqh0BehaUfAPkhwNoF6gdQ8kP27XfJMfID9r0N+b1FZBEP7nZWfQ+ACih2CFwZtAfJDMPS9+zFPvbIuFHQVboOAW2IVInrKszjIyA3BEs/cOevj4/JIiCGGghsU1dZ4Zmxf8xct9LTC8WOjBiGhvresQPg9WoNal+Pq8UrqGI8jMsG3G1ecQvQ0giNp93qlabitHBlLV/NKTS0b9y4EakK22uGa6VS8bwuyj7lchljY2OuQrNyuex4nPwgeK+TCb91XIP0s7XH+MOrL8Tal5ffdLQog1Zk09H4NbbpLHJ+0Mon97bwkmRdbZkuXhvBQ/vLzqv96+HqFi5OkC/Oz0yM4PdrW3jh6gger23ZbnsLORWuKWlkJvkTaKqzBUw3NeR6uwE0QE7gbbIvck0Cb7W7D8gZMI4OgIMj0uZlV6Zr3f1ucFMoCBXMVr4fysE+VE1lQ1iwfwSVAXsQ1uEuFI04cSVnAuogYO4C2iBg7EKxf6J+CHQRcBOIDwBogBwAFAZv7jEwUANQOKgzYHOgrpHLrOMD+ycHaPs5kuU0D2HlSrD0A+Kma0ew8oOwTg5dEQcIFfe+wLbTE6ZuRz+E9i4xLK729rJFQU6qJ8xlU2AbpoqR1y7g8fozV182Xc3rt6vb0GlLnSC/Ni8x5RO2AE2cNR5moErU0HizrV5Z1fjZVGqnPKOjoyiVStI8tdfSZGH3oXlsCuxKpcKK2Fo5CD7KP0QaIfIwCppF7leQ9rlrw+xLTFxEJGjYCpXXQiLUIdG8JL8CmF+YvHF5o0hJzG/LCtMcFeVGo0jK5RxFN0nDxfz1SqmR40WJhJt1jYSYhbC5eXDYCJ3TkLRduY26xnLgMIbYZh0duDbHbWjYmx7HHGbhbxqiZwVmNCROW7no4+SKzfhwuLF/DFMZlOSvowGbFp7xU88AOIao0L/5anGvsPjj9Wes+IwWMnotDNKsy06qAC3N0HiYVq9MZ1Opxinm5uYcleLlctnhjMVB7mH2WV9fx/r6OsbHx9nSbEtLSxgeHm7bIPggtfqfK05B2iccqIPEF+5Qty0qqG8bAJtJDvi3gPGT0vhqcq/8Nl+Y5gduV46b9XFzl6mD0PeOGcQMddBZnGWHgB3w5nLeDJgcwFnltjXEqs+tw0Pi8A2Ngdi1GRq7La1cNw8OWBU4u39riBWYkZ9DDlgb+0eOVi79JO/O54v5a/71kQGbtnbZwBYLz2R5bFm1uPje858JvviMFjTqhjM8LvZl05PIpF02rzAFaF46zaFxADBMJcZEtKzlqxmlCu2ZmRlUKhWUy2WUy2Wsrq5Kp5eF3adSqeBrX/saZmdnMTY2xrbZ2VkGZToInm6tGASfVFtFUoNWRIUpSBPVCrcttoDRL+qR1y4wh+VVTc4PXeFXAhML0zzBTcO+PLh1idM2vF23oQ56w5tWmnPumwHcGmpAvG67YrMBYL+N3lYKaV11gNo8OGL3Y6LkgLVxcGQ/fvv5cO5a36/JXwfdx2FzrV08sGnFP81jA3DksQFyIsZOyiRhcf5zQE/yaFgcgGv5Tb+K8bguW1RQAZqodoTGM51NpT7GlB9BKubEZYPc/fahLV9+avUg+CgjTYNW/frY4x/7ixMj0rP5lwKqv4Pkt4hIM7ltWpRGc9u/XyOum89t64aCnGZBNxXkVIsVpZEw+VPktMYqYMOvvIDtDx5D00zy5a4DGleopmnOwrT63iHyXFGavn/IRp2qPX2NHLddnNbIZUty2obaKEzrGoC5twc1p5Fc9D753coPQKnvQckPQNnfI8Vnds7b0g+hdA+RorXCEGDswjo8hFIoAQCsQ9JeqBT6EViABgAGYNVoLl4lBXGH++R3bRDWwT4AzS46s1fl0g9gHR8DEPLWtWMgPwhTP7SLzQbBVurSVJi5Qbb4B/h+d3oSJAmJ88BWenuhCoVn/NQzmsdmT80nLP7o/lbj5E5SfAZ4L7+ZhMumJ7ZhXXaaA1WyVq/nW1kZX4vUyhC5V8921PYv2bAVP7ctm5JGv0BpnpHPP4YJkxumiifvkOdCv9RPqifsy57v3+YHr/AT0zwdt90Oxq865XCYuaIQLuddt72fMkjywCx8zOW8MWS3PB05HDh1wcyJY8ieLNbYLEN1bI7r6IhRzk2T34nbNlGyXf8QiQAoJTYkheWt+VC4JJ+vV2tCHpt/fbTGeFIfYIuV4nw/Np/H5oeo6HqjGtkvLO7nsgGcGpcdd6BKls9+fpVBOyG1K0QepWc7iryGrVCJQynEvm3ZCmBRw+Re+W06m5zv35aBW+XAIYKbtiTRASwE3EKBmm7DSyeuU9+zf9cGSQhZAm+a8yY/jxjAKcSN/SOyDw2XHwizvgWoi3Cn4XYyNpSEvVnoWwC1cXDEDUgRisyUwUYoXLN/36sRd83C4o1wuGE0LjMMZ0icP+kJArbYj62bGk52TxzvMf/ee4XF/RYF4SWbfhbXZYdVEgVopyU0zo/+jbJliq/s1UtA7awi91MYt82H+/zctpjbpvKaksbLryhNF0KefiNOgwrTRHAbdouRDNxKdx+DDgFQo0DNGQaWVJXT3yXwbuS87bw3D3DbhZv7x2TDEAM53dixbBizzS4gY7ez92XHUkoM1I1iOa0xfpSvCBdgLTpqp7sWC9AEWNttXVGBzfdja/3djjw2VeP9DhcWp/Jq8RJPNKO67KA2ryhqJjQexmVnofGzqwzaLVQSIa1mC9KiSOawvaakPZDMcvYqSvMLkwPyEad+hWl+4BaL0wzdufIXG3nKF6hxztFZpCaEzEV400pzZRDGXo25Wd6BN8LUqhPkdKMQlmyWrjVux+3fOJ59PzT8zT0Ofe+YPD4JrPVqrfG8RHedLzYus901evrYa8e3ddG2uyjAFgvP+PecfhbIe22D2wZ4M8Vnabls2QS0j1afebrsNGaNZzr7yqCdoMKGpeIu1xmnZztpt00lum0qWpRG3bZs6c6gMLk44lQGbpYDjQhu2sdNp3RRt8jnuQ2Dg7TouvmQuQhvg7tMVxnAmQOnIXQKcRpKt2HOL87htTE4H3DHsI9pKoON/nEKap/HKYN1vVqDkS+63bVHOJzvw+arxGXABuACNpUIbF1X2dQzWR6bD4sD4YvPZJ/fuC47roJcdjOzxrOq8bOvDNo++tk74f8Bwoaj0iwgacZtR+nb9nPbVGHD5HSKlVeY3Avc5DbxwU2dpMN121AiAOdcd77YcN308twggx75aee8tSKBpTbYgKXKAdSGuLFXYyB3wJwCmMv/ua6z97Hs4zhy1LajZvet2fetFVnOWgZrdyjc6a75saR0TWzDfs3CAlts7aLvrwzYgDOPDXiHxaMUn/EreYkzxkUFuexOLUBrZWjcsBS7VzvC5jG5LlM4ZdDuUPm5ba+CNC/FqSQXFdVt8+LD5GI1ORCc35aBm89vk33CgZuGcL0qy3l4N1x3I5ftgrcuutjG8RnADS6EbkOcAtYBc24z9mpsE69z7WtDmoW+DdUJamkFvBPWrlC4zF1z+WtD1xz5azo4JSlgi3ls9tmwv/D9wuJRi8+omnXZ7S5Ay/R8KIO2j758+RzeX3sUaZ+kQuRx1Wq3zbeA+RWlBVWTe+W3mwE33w5GB7DQkad8ZTnNcys9vS7X7W4N84c3c7Gsbcx24Ibqgjh14/p+rQF0zp2zjbvccVv7GAzgWtEGtl0FTkHNRwN2a1JY67snvrAWw+HiLPHGa6s6XnPanicDNlVYYPuNKqWKU3wWpS+bKq7LjjsBLQuNN3T9+nXH3ysrK7h58yaWlpawsrKC2dlZlMvlwOMsLCxgaWkJS0tLrsmcnawM2gkq6RB5nPYvLzXrtj93bdjltsMUpYUNk/OhT7qEJ1+YBrjBPfLaBV9wq309DNz0Ngqbfa1Jw+W+rrtrgEHQAe98EXUe1jzAbaiT3xsQ50FuakWHe/bbSOFb0Qlo+7jsPm0oU1C7XDV9vD6w5nPXvLsWw+H8yRC9jL7WsqIz/n00TDUQ2GHy2LJq8ajFZ34zxsNUjDfrsk9jaBwAzMgjTFWYTazyVS6XHWOuATIpc2VlBdPT05iensbY2Fjg4lYU0nTA1/j4OKanp2M/rlYqg3YIdZrbDjpTT8NtU4UNk4vV5OKIU9m62zT0KYL70dqWY2ERAPaKYM9CgdvgIG3YgPEKl1PXzee6XfA2VdR37Xz27oncffMA54HKXcdATqEbdjM0J6BzxQak6bE4UNPiMvacHFXiHrDmc9f28xLD4Xz+mh9NSgenxAU2X3jG92MD4fPY/OeRAjtO8VmQknTZzRSgPQ+qVCqeyzQ/ePAAlmVhY2NDOmVT1Pz8vON2k5OTWFpaSuyxpqkM2gH6asQz17PutkV5hcmpxAVFgvLbPLgBuMD96P4WWxFMN1Q8eecZC5UPv/KCFNwAHGCRhcv5diWa6xZD5rKwubNNjBStMXBRRytCXG9AWq/WuOlj4Ta2D4W4rjXC3jbApaCOAGsWCufcNX19aDicrtZVpyc8huoYTeqVw5YBm594xg9Q4T8LhkU+Q355bCqvsHjU4rPT4rKfh2U479y5g1u3bjV9HLoipGwRKdHFd6IyaHewOsFth2kBi1pN7pXf9ipM41vBeHCT2zSc25N3nrJ2MDqAheZUT6onjgI18rMRLueBzsPb4br94E1D547ctwBAHuJ0o657t2aDV/PcGrdpwJkB2g5701w+a+vaPWm0c+3WYHQNRIK1eDLTGFzjPgkCIAV2bffEt+iMb+0Sge1VeMYrTlicKqzLlhWfefVlyxS3zessq1qtOrZareZ525WVFc8lnQEC9HK5jKWlJczOzvrer2zpZ4CsW0GXcu5kZdAOqTRC5F+aON906KtZt+21AlhQUZpfmJx3OV75ba/+bXHwilhRHgRuwD3yVDc1aL3drECNL6ZigOdcN811s5B5SHifVE8YwOscXBshdMGJczCnW71a89z429F9GaDzRaebtk8GDEOVg5pVivvDmgezWB3Oh8P5gjM6S5wOTtH6ukMDG4AU2GLhWVAeOygsvnFvyxU58nPZQPjhREkOUwkzAa2dBWiGocTaAODixYsYHBxk2/z8vOf9VCoVx5LLvMbHxzE5OYkbN25gamoKY2NjuHnzZuTnMjw87Bl+7yRl0A6htELkYRRn2ApVGLdNlWSYnErWBhZUmCarKPcDt98AFkCe5+YvlxepOSukZfAWc94u983lvxshdFUOcn7LF7034bbMRbPQu+CmBVBTV12v1NnJhwhrmrduFJppjlC4WB1Ow+FB+Wv+PfIDtqy1y6vwjJeYx6YKExYXi8/CtHh1mss+jaHxhw8fYnd3l21zc3PS2y0tLfkWlo2OjjqAfuvWLZTL5ciu+TQAG8igHUntKEgLoyhuW7YCWJphct7xhClMAxq5yzDgBvwnpwFOcFNH6Oe6xZC5FN5iwZofwLuKDRdON96Nx9jquzWni5ZA+mS37nDUVn5AaN1yO2ux75pv5RLdNSAPhztee58+7CjA1u3PRNg8tjhERVTU4rOgFi+qpF12kE5zm1exWHRshULBdZv19XVcvXrV9zhiexfNVXuFwb0cu5+b7yRl0A6pdhakJem2qcIWpTUbJqcS89tUccFNi9P8+rhpZTmf56bhckDuummFOQ2Zy+DtaBPTJe7bUAkg/Vw4B3MX0AM2kp8n+/tBmoa+TUPFye6JFNRiGFwGazF3Td21Vzg8DLABJAbsMHnsuGHxsMVnSVeMU3VimxevyNPQ7C2stre3sbKygoWFBSwsLLB89cLCAnPTN2/edACaOmwvAI+OjqJUKkmh7pc37xRl0E5ZSbrtuFPS4haleYXJvYauyFYCi5LfBsKDm+/jloGbtoRFdd2NcZxueIthc1OEsADwk90TB8Trlbq7wCxfZMCVgl3Y6O1ccBYg7eeoaQhcfPxesOajEPxa5n7ump00eQBbNxVWdOYHbFlrVzN5bF5xw+Ki6P+X6LL9wuJJuOznQZOTk5iZmWEb7aWemZnBjRs3UCqVMDMz4wA0DafzjlscnjI3N+eoFC+Xy6FaxTpBGbQj6KtXz0cKkSfttoOUdFEalRgm58UPXaHyy2+3Atx8SxjgDJfTtjCZ66YV5l7wpmFzvk3ME+ASiDtC6RJXLoW63shD1yt1WPkBFubmt5PdE5hd/Z6g5h8n/1j59i0/WNPXiOaueXdNX1vHa22oeLz+DOdeO+87OMWr6Iz+7tfaFQRsWR67mbA4VZQWrzRd9vPQ5sWrXC6zYrXZ2VkG3bm5OebEFxYWsLW1heXlZbbfysoKFhcXHceamZlBpVJBuVxGuVzG6uqq6zadKsWyLKvdD6LTVK1WMTg4iH/6x/8aXflex3U/X3uKV6++GPpYv1h7ij+8+kLg7ShAX5644Hmbj+0vlq96/DN/vLqFr0iuo19QXxa+JD6xvxz5L4dN+7b8l80D+4v1JXt/+uX4EoMvuX5M+HuUAXmbwf6hve+layP4O/ZFOoLfMtCP4Hf27xcnRvB7e9EIzY6o/cHEMB6vbTV+Xye/51TyMX7x6gievkNep1zOJD81kz0XTTUd12ncdTnVIJfluNvb15uHh8gPFNz7cL/zt6F/5waceTpNM+An6+gQuf5ux2X6/jEAQOnple1CbmOvZS1epnKX0aI7wLn8peH4XXNfJjhr/nrpOtgeBWfkGOkAG5DnsWVh8U+4zyDQALbMZYu5bK+wuJfL9stlBw1TSRra6/ce4P/3+/8Cu7u7KBaLofeTiX5H/tf/w3+L3nxfpH0P6wf4z/5f/zCRx/E8KnPaMRTVbYdt/wpS0m7bL0weppo8KL/tN3gljuOm7WDi5DQguEBN5rr5XDc5hu0g7ZA5AJfzFivIdUMePud7vmUO12szuwZwcpJHrVJnm9k1ALNrIHjfgPviH2tjTjg/HMXtrGkEgg+F++Wu/QrO+FniNHLSamCLn2H2dwhge+k0uOz31x7hy5eT7wU3zXhbpvjKoB1RUQvSoqrZ3Lafwhalha0mB8IVplE1C26/kaeAd4GarJ9bluv2gjcfNmeDTITQOR8+b0A8GKxem1UYYFuY28tBrnqCmj8JoQVmXrBW+3vgFQqXFZuFKTjjR5OKRWdBwKbiP0dUMmDzkuWxZWq2+MxL7chlR+16ydTZyqAdU6fVbXsVpcWpJg/q3/YqTAOSAzf98vfKc8v6ub0qzMk+bnizwSyOWeai+3bnr3XJFqbYLN7mvi+Fg3Hg49VVV0W4DNZh3PX5y+fgV3AmA/anro6EqhKnnxkR2J/lPmtR89hB1eJRwuJUabvssKLfU2mbjUytUwbtGErzHyDslLQgt51mmNxvURGxMC0MuAH58JUw4BYL1OhCI3y4nHfdQRXmfvAGIHXffMsY3fhjNMLQx1KQJ7GJgHb3oLtBzT8f1/P0gbWsMtwvHC7mr/lZ4l6TzoB0gB0mj80raljcr8Xr56tPfYEdxWVHCY1nwD5byqDdhNJw21RhVgBrR5g8KL9NFVRRLlb9NuO4eXDLwuVAw3UD3hXmYeEtuu/Syy+GgKUzDO23Fb/6accWZh+v++Sfgwhq3lWHhTUgrwyXuWtyW3n+Wlz8A4gPbKqwwKYKm8duRVicqpNHlsqUdp92JrcyaMdU3LPX0xYml7WBXZoYjpXfbjZUTmeV61YjrCoWqPHhcj/X7RcyF+HNt4nJAL713hMHCAG3yyaX+Ye4B7/6aQx+9dPY+eCRY6OXB+0vu18x9G3oKkqvvCgFdRhY8+760f0te3+5uw7KXycFbL/WLvEzCiSTx046LB5mxjhVWJf9/tqjzGWfQWXQblJp9G1TtStMHpTfpmoVuOnI0yRdt1fIXIQ3CaE/lbpvGcABuCEpdeLObfDlT2H7g8fY/uCxC8b08sGXP4XBlz/lexzZ/YuP8dl7Tz1BrevkOfvBmg+F+7lrQB4OB8IDm0ZhwgCbiv/bq/AsTB7bS15hcS8lVXz2vPVlZ5Irg3YT6nS37XfW/9K1EWmYr5n8dlrgBhA5XO7nur1C5iK8+Zy36L7DAFw3NZReedHlxEWgA8D2+48Dwb79/mNsv/+YnAR4HE900mEcteiqn7zzjOWsg2Dt5669wuF8hXjUti7+cyMCW2ztCgtsUXHD4mmPK42iVrls3VJibZniK/XhKgsLC2ycXKVSwczMTFP70Ok2169fx+joKO7evYuJiQnHKjBx7pOX33AVUT9fI/+w7Rq4ApChK34DVwA0PXQFCDd4BYg3fAWAdAALgMAhLIBzEMtnuN/5YSwAkNMaH/dPXx3GE3s4Cz+UBWgMX2ns1/j7wuVz2HrP6Y7E2wPAudfPY+cD+QnaudfOo/JBc604pVdexLP3vF0chTMvCl4qemLCrhf24W9PQQ0427j4QjMAji/lsOFwAIkDG4g3QAWIFhZPovgsjb5sEdon9UP8i7/6R4kOV/nLP/6rWMNVvvlXf5wNV4mpVJ02nfc6NTWFqakpjI+Ps9mxcfepVCpYWVnB9PQ0pqenMTY25gJ21PtsRq1w22mHyaPkt4H4rWBxHDfgX1kexXUDjQpzAA7nTfPdovPme7xl7lvmwCnonr371OWWh155AUOvvIBn7z11ueGo27P3nrLjeYXKZY+Lf+wyV00LzPyctSwULnPXfDuXXzj813Z0pZ3ApooKbC+1q/gsy2WfbaXqtIeGhvDgwQPmegFAURT43WXQPuVyGZOTk47rm71PUVGcNpCu2wYIPJtx2+R6+YhTgHzJiW4b8HfcorPwctz8F12SjhuA5+hTAFLXDXiPQQWczhsANM35mRHd9Avjbsctc+HkcvIabns472Y1/Ar5LD15xw0K0U3Tyx6vOy/jXTU/ehRwOmvA6a75QjPA310DCCw4A+TAFtu6gGBgA94LgYTpxwYItP2AfRpcNpA57bOi1Jz25uYmKpWKFK786irN7pPk/nGVptumCnLbfst3kuvlK4EB0fLbgHdFOeC/BncYx01HnorFR2Hy3LS6XHTdtMIccBeqeTlvoOEwRfdN4UZbxqgDB+By4XwxG1/Q5rUNv/KCdAvajx6fLyLj3TTQiBbQli3Zc6KtWxTYorOmeWu+jYuvDA9y17/higv9gE3fc/qZSArYVGELz7zy2FStAHYUtdplm5YSa8sUX6lCW6ZSqcTWO427z507d1Aul7G0tMTWV417nwBQq9VQrVYdWxzFqSRPqiiNKigk5xfO8wK31xdaUuCmA1i8lvUUC9Q+c60RUuXBLRap6RysKUjE9jAgGN40dO4FcL7nm9/8QE5hLm4UvuImu63smBTQfMjbK/Qtglps3RKnmYWBNf2bh7VXOBxwV4h7rdYlfnbiAtuvUjzJPHYYpdHilensq+XV48PDw9je3g6+occ+4+PjmJycxI0bNzA1NYWxsTHcvHmzqfucn5/H4OAg2y5evBjp8QHx3HaUkFeYSWlhq8mj5LcBObhl+W3APXwFaIDbq6qcvyxunjso101Dtn75bh7efLV5EMBpzzcFOM2De4G8Aehnrk0GYgpjceOPJd4PddIipGlvtQhqwN9VAwgF6yjuOmz+WvaZiQtsUXGBHaQkJp/FGaSS5bLPvnJhb1gul/H2228H3m5ubg7j4+Oe10cFtrgPv9g5ANy6dQvT09O+TjroPufm5vCtb32L/V2tVmOBGyBnu1Fy2wD55wyb3/5w9YlvfpuGyb3y21+ckK+ZDZAvqE/ubeGj1WfSHPcvV5863MHotRFs3tvCx6vOHDcdvsLnty/ZX9Cf2Hnuz10bxq/vbWPj3hbLcdPLNle3MDoxgs9eG8Zv7m3jgd26c/HaCB7arowe8+8410ary3/DvvhJrptChFaYU8h8ZoLPjSv4A/tL/rfs9VFY3puAjIT1aO6bwI5c9qIN/kf36UlP43z4xSuN1+bxOv+F39w5M5+TpicK5DFsuX5nJxg2oHlQU0iL1eBizlockCI6axmsAWfuGnBWhwOtBXYSleJA68Line6yTaux5n2UfTLFV2qFaJubmxgbG3MVgCmKgrt372JycjLWPuVy2VEtTq+/f/8+SqVS5PuUKWohGq+o620D6RSlAd7rbpPbJFuYBri/yMK0gwHBBWpA/CI1wL89DGjA26tgzXHZuvOyT18lcHgiXE4hDsDRSiYTD/Uw4qEskwhoXhe4FAAvsW2Ljz5Q8QVm9G8AvoVmACIVm1G1C9hAc4Vn5PrmJ58lVXzGK41CtLf+3r9HT8RCtKP6Af70P/z9rBAtplKvHr9//77DHYepHvfap1KpYGhoCBsbG+x6etnOzg5KpVKs+xTVDLSB0wFuv/5toHPADQRXl/OX+VWYA4gFbwChAA54Q5yKhzlVENRFnRfWRZbBmcoP0oATyoC7EhyIDmtA7q6BYGB7FZyJl4mDU4DwwAaiV4oD4fLY7XTZGbSfD6UKbTrkZGpqCgAJsd+9exeLi4sAiLMul8uO4SdB+8zOzuL27duO26+urmJ5eTnU/mGUBLSB6C1gAFo2dIVc39ng5i8TwQ0Eu24gPLwBNAVwAFKIAw2QA94wb1YUzoAb0FR+oBYv5wv4+Msecn97wRoI766BaMD2cteAu54iDrCB6IVnQHJhcSAdlw1k0D4raslENOp6V1dXHcBdWlrC7du3sbGxEXqfSqWCpaUl9vfW1pbj+qD9w4h+IK986p/j6rXPR9qXqhVuG0gX3F4T04D2ghtoznUDzcEb8AY4fx3gDXIqHuhh5QVlXi9wEA8DacAb1ACahjWQXjgcSB/YQPw8NtDesDhVGtD+r2JC+z/PoB1bqUP7NCopaAPpuW0g2fw20DngBqKFywFv1w1EhzcQDeCAP8TF2/AKgrqXeChTiRBmt73qDXAZqPnL48IaSM5dA50NbHJ954bFqTJonw1l0JaIfiD/8T/4b/C37+7j9ZAQFRXXbQPJh8mB5grTgPTADSTruoFw8AbCu29ADnDxcioR0H4wT1J+gAYaMAbCgRoIB2vAOxTOX+bnroHnF9hAui4bOL3QrlQquHPnDgBgY2MDm5ub+NGPfuQYokVvs7y8jLt37wYeM8waFp2qDNoSidAG0HJwpxEmB84WuIFwrpu/DPDPeQPB7htwg/ozwnOUgZxK5ribkZfDBvwhzV8fBdSAP6yBaKFwIDysAX9gy2aJn1VgA9H6stOA9v/p6/Gg/T//j+GhPT09jdnZWZbynJ6exubmJoPz+vo61tbWUKlU8Pbbb+P+/fuBxyyXy3jzzTdRqVQwOjqK2dlZVgfV6Qrdp/286uWJC6GHIXgpau/2V66eD927/aWJ8/jl6tNQ/dsfrz7z7eEGyJeVDNx+PdwvTYzgk9UtaR83AHwswFucnEbhLfZyA+4c55jd4w3A1dMNgPV10+MBcPV2U8iIPd4AHH3eQAPggBNsF4UvcxkQRZADBOZ+kI2rT0mq0vleatnt+N5qoAFqILyrBvxhDbhD4UCywPZb/CMNYFMF5bGB8MCOo+dlkIpYsDw2NsacN0AGbo2Pj6NcLkc6rrhGxWlRBu2QenftcSy3/dWr51l+O6qigjtIFNze15PBK0mCG/AfwvJgddsxiEVck5uHt2wYC9Bw9EnCGwgPcMANcX6Ii0wyoMcRvQ8/F00lQhoIBjXQPKyB8O4aSC4cDnj3YQNyYFM1UykOhJ96RpVmWPy0Swx3r66uhp65cRaVQTuE2uW2f7H2NBK4g9w2EH5iWjvBDYR33fRy6rqBYHgDTrjwl/OACgtwwA1xwA1yXn5AjyKZw6aPR/aYREiHATXQPKyBdMLhQLLADtPaFaRWhMXPgsQ1HgqFAgqFgu8+5XIZlUqFtfg2ozt37rAR1xsbG5G7jNqlLKctEZ/Tpn3a9B+xmdw2EK2aHGhvfhvw7+EGouW4geA8NyCvLgfkuW4gON8NyHPeQLi8N+BdvEYlQhxw58RF+UE9jGRQ5vVp4fi/uee+fTOgFi+PC2vgdAE7yTw20DqXvXbvV7j/+3+WaE77v4yZ0/5f/se/77r8u9/9Lr73ve9J96GFZnQVR1n+uVwuY35+PlROmy4uRfPkS0tLuHv3biInA2krg7ZEMmgDyYA7zWpyoHPADUQvUAOiFakB8kI1/nIgOrzF6/wADsghDshBThUE9DASocxLBmjACWkgPKiBZGAtXh4X1kAG7Ch6d+0xdPOoo6D98OFDx+MI47QBsNUdxZx0FGiLEidrdrIyaEvkBW2A/GO2w20DZwvcQPzqciA9eAPe7htwAxxwQxzwBjmVH9DDygvMVCKgATekASeoAW9XLV7XDKyB5Nw10H5gA+EHqACtqRanetc+QfjC6/34V//uP+0YaId5HJVKBfPz85ibm2MwpWtULC8vO1q0okDbbw0LvwWvOkEZtCUKgjbQnjA58PyAG4gOb6+QuXjdqCtsHA7gsutlEAfkIOcVBPWwkoGZSgZowB/SQHhQA96wBuKHwoEM2KLiumwK7JcnLuCkfnjqoL2+vo4rV6441pugl4mLQIWFdpg1LDpZWSFaRDVblBa3mpwWpoVV1IryZovTAOCje+QLMokCNcC/SA2AZ6EarTIH4Ko0FwvWAEiL1uj98ADjq8/p9SIAAWc1ukyfuzbiC9uo8rsv2eMDooEaSBbWQPrhcKC1wA6rOO1dzVaLB524NyPd3qLuE1bj4+OYmZlxLAD19ttvY3x83FVB7rUEs9gyViqVXMdcWlrCjRs3Oh7YQOa0pfJz2lTNhMmBePltIFphGhBu1CmQjOMGwhWoAem7biC88wb83TfghgzgduFet+Pl5cybkReYqUQAA25Iy24XB9Sy6+LAGkjXXQPBbV3kNuGAnWYeG2guLE7//9Nw2n8R02l/O8JwFXG9CVrpzYfLy+Uy3n77bayvr2NmZsYx3Uy2xkWYNSw6VRm0JQoLbeDshMmB1oAbaD5cDiQHb/F6Ed5AOIADcogH7ZOkZHCmkkFato8IaiBdWAPR3DWQATus3l177Pi/P63QzuRUBm2JwkAbSMZtA6cP3OR23iNPgebADcRz3YA/vIHm3DdVWIhT+cE8aXnBmSoMpAF/UAPxYQ2k466BzgU20No8NuAGNpAOtG9//a/QHRHax/UDzP7HP86gHVMZtCUKC22gvWFyoP3gBpovUAP8XTfQWniL1wPeAAfcEAda46yDJHPeYSANBINadpskYA1kwAaSDYtTZdA+G8qgLVFUaAPxw+TA2QY3kK7rBpKDNyAHuOx2fhAH5CAX1QzY/ULhVF6ApgoDasDfVQPhYQ3Ed9eAfzgc6FxgA+0Ni1Nl0D4byqAtURRoA+0LkwPxCtOAzgU30JzrBuTwBtIDOBAMcVFhoB6kICjzEgENeEMaCAY1kC6sgebdNZABm1cG7bOhDNoSRYU2kIE7CXAD4V03kB68gfAA97o9VVSYNysZnKnCQtrvtkGgBsLDGojnroHw4XDg9AAbaD6PDXj/X6cB7f/93/t3saD9v/oP/yCDdkxl0JYoLrSB5sPkQPqFaUD7wA0077qBYHgD/mFzwB1i9nNsUSHutV9YjU6M+ALYT35wphIh7bffJ8Jt04I10Dp3DZwtYAP+LhvIoH1WlEFbojjQBk5XfhtIB9zktsm6biAZeAPJAByQwzgsyNuhKJAGkgM1kAysgbMPbCCdsDhVBu2zoQzaEsWFNtB8mBzoXHADrXfdQHDIHEgO3kB0gAP+jrqVMJfBGQjnvsOCGkge1kCwuwZal78GThewgeD/4TSg/b/9e/82FrT/N//hH2bQjqkM2hI1C22gPWFy4OyDG2ge3kB4gAPxIE4VNzweV2HgTCVCGggPaqA5WAOd666BswdsIIP2WVEGbYmagTaQgdt929MBbyA6wNl+HRwap4oKaSA8qIF0YA2cXWAD6eexeWXQPhvKoC1Rs9AGMnC7bxsN3EBr4Q1EBzjbz6dnuh0wl8EZCN8XHhfUQOthDWTADqsM2mdDGbQlSgLaQHL5baB14AY6C95+4AbCwxuIBnAgPsTZ/hHHl3pBygvCXoo6tEWENOAPaiC8qwbCwRoIFwoHortrctuzB2wg2gpeaUD7uzGh/f0M2rGVQVuiJKENNOe2gecX3ED68AbiARyIDvHA+2jSIYdVHEgD8Vw1EB7WQHvcNdB6YAOtyWPzyqB9NpRBW6KkoA0kC+440AY6E9zk9smGzIFo8AbiARyQQxxIHuTNSgZoIBykgWigBtKBNRDeXQNnG9hA9LA4VQbts6HUob2wsMDWPa1UKmwh8rj73Lx5E2+88QZGR0ddC5aPjo5iZWUFi4uLuH79OkZHR3H37l3H2qphRD+Qr336v8SVa5dC7+el5wncQDzXDSQLb6B1AOflBXOqpKHuBWWqsHDmFRXUQPqwBtofDgdOL7CBDNpnRalCe2FhAQAYdFdWVrC8vIzFxcXY+4yNjWFzc9O1340bN7C8vIxyuYw333wTlUoFo6OjmJ2dxdTUVKTHzUNbU3vwekxQ8srAHXT76CFzIB14A26AA/EgzisI6HEVB8y84kAaiAZqID1YA+m7a6AzgA1ED4tTpQHt//Xf+29jQft/9x/+kwzaMZUqtIeGhvDgwQOHI1YUBX53GbTPwsKCy60vLS0xMJfLZUxOTrpceBTRD+Qb/+Bf4W/f208E2kAyhWlAe8ANxA+XA8m7biA6vIF4AAfSgXi7JEIaiAdqIHlYA/FC4eT2GbD9lEH7bCiX1oE3NzdRqVSk8FxZWcHk5GSsfcQw98rKCq5evZrUw3bp5asX8O7ao0TA/fLEBby7+jgRcL+/9igWuOmXzs/WHkcG95cmzuOXq0/x4eqTUF8e9Ev049Vn+Pnq00Bw0y/pj1e32Be3H7wpAD65t8XAEARvCplPVrccAAr6ApdB7WOPwrFOgbkMzkB4QFPFATUQH9ZAOu4aeH6BnensKFVoy1QqlVCpVGLvMzo66rj95uam6wTgzp07GB4exvb2NjY2NnD79m3fx1qr1VCr1djf1WrVdZukwE2O1Ry4v3r1PH6+9jQ2uAHyBUS/jKLAOyq4AfKlSsENBLvuuPAGgI/uNUDhB3ARPCKYwnypy+C3eW/LE5a8mgV7mPuICmdeSYAaSBfW5PbpuWsgA3aQdIVsUffJFF+pQdtLFKZJ7HP79m1Xfnx8fBxAA+5LS0u4efMmlpeXPY8/Pz+P73//+57Xv3z1Aj5ce5IIuF+euIAPV590DLh/sfY0suvmwQ2E+0KJ6rrJPtHgDcRz34ATSlFdOK+woPRy6UnfT1iJkAbCgxqI7qqB6LAGWueugfYDmyopYH/wzuNEjpOpvQoN7XK5jLfffjvwdnNzcwycMkUFttc+6+vr0tvyThwAbt26henpac+wO0Ae87e+9S32d7VaxcWLFx23oeBOQmcF3ABiuW4AoV032Sc+vIHw7pvtG+DCgegAEJU0dKOqWUgD8Vw10BysyT7R3DVwOoHdTKW4+1iPEjlOO1SpVHDnzh0sLy/j7t27ruuXlpbY9/vGxgbm5uYCa5ridDV1ikJD+8aNG5HapkR4UtGq7mb3WVxcxNjYmOu25XLZ8TjpG7O5uel5MlEoFFAoFKTX8Uo6v33awQ3EC5cD0UPmZJ/o8Abk7hsIX7wmwkx04lTNgjwtyR4rEB3SQHxQA62DNdAedw0kC+ykRIH95cvn8d7vEjtsS7S+vo61tTVUKhWpeVtYWMDU1JQDwG+++aZvZJV2KNHi5ZWVFUxPT/t2NXWSUq8ev3//vgO4YarHw+wzNjbmaueqVCoYGhrCxsYG259etrOzE7qinK8eF4erULedZEU5OV57q8qB5irLgXitYUD09rDGftGqzXmJo0HDAtzzeAE55jSB7gVlqjhw5tUMqIF4sAbihcKBswPsJFw2BfbLVy/gpH6It//dP060enzm7/8/UYhYPV6rH2Dh3/+PIj2OcrmM+fl53L9/33H59evXXe5bdhmvOF1NnaRUc9pzc3NYWVlxtGPxkN3c3ES5XHaEJoL24fcV3XepVMLMzIzj8qWlJdy4caOpFjBeSea3geQcN0C+LJp13ABiFagBzbluIFrInOwXz3kDTvDEdeCO4wXAKAiszapZMItKEtRAZ8MaOPvAPqsqlUq4fv06lpeXUSqVpFzgFaerqdOUKrRnZmawsLCAcrkMAFhdXXWEIOj0Mh7aQftQjY6OYnjYPVRibm6OhT8AYGtryzdUEkdpgTsJUXAD8WaVA82HywFEKlKjahbegBMWcQAOOHPgQPMuHEgeqkmrWUhTxXXVQPxQOJAB20udDGyxSydsmpLXj370I1y5cgVDQ0OYmZnB2NiYb5g7TldTpymbPS6RX3ic14drTxILkwPJDV8BmltkhCqpcDkQP2QORA+bk/3jh85FyVbZSgLk7ZIIaKokQA08P7AGOhfY7649cgE7jfD4t/74/xErPP5/+Kv/sevy7373u/je974n3ccrPA6QaOrdu3fZYC3qumVaWVnB9evXQ6VbO1Utb/k6S0qyMA1IdvhK0gVqQLxwORC9whxwt4gB0eDdrPvmJcJMDKfz6jSYJw1oqmZBDSQDayADtvt4p6NS/OHDh46Th6guGwBmZ2dZeHxzcxM3b97ElStXsLGxEek4cbqa2qUM2gnorIMbQOxwORCvr5uqWXiTYyQHcMB/3WsvSFIlCfWg+wKahzOvJEANNAdroDl3DTwfwO7ksDhVsVhsyvHT/DTNQ4+OjuL+/fu4cuWKq4uIKk5XU6cpg3aTSjq/DXQeuIHm8tyA23UD8eANOL/0kwI40HwYPQwgxXx5s0oSyjIlBWogg7Wo5xnYSWhzc1MaBp+envbch64OKStYOw1FaEAG7UT0PIEbiF9dDjQXMqdKwn2T4zQAxFegA80D3EtpQ7ZZiZAG2gtqoPlQOJABOy0ZMGHAjLxPVMnC15OTk7h9+7arGvz+/fusGK2ZDqVOVVaIJlHYQjRRSfdwA8kWpwHJFKgBzRepUcXt7ebVbNGa/Jju4rO0QN5OJQ1pqk6DNXB2gU2O6S48E5VGIdo/++N/E6sQ7Z//1TdCPQ4K3bfffhvr6+uYmZnBxMQEC31XKhXMz89jZGSEVYDzw1aWlpZw+/ZtV457YWGBOe3V1dXA9Sk6SRm0JYoLbeD5AjeQDLybqTIXlQbAyXHlw1NOE8hlgAaSW5Xs565QevtgDSTjroGzAWzgdEI7k1tZeDxhJTmjnB3TDpUDyUxOSypcDjSf6waaz3fzkoXOgeYBLgObGFIX1Q6g+z0eIPllQ5MCNZA8rIEM2GlLhwUN0XyfHvH2mZzKoJ2Ckm4FA5KdnAYkD26guVw3kA68geQB3rgPbwAGAT1Npb2ed5KgBpKDNdCZ7hpID9iZnj9l0E5JpwXcAJqeoEbVbF83VZLwBloDcPd9dnbBWVQlDWqgM2ENnC5gPy+V4pkayqCdsjod3EA6rrvZkDng/CLnv+DTAjiQHsRPm8TXBUgG1EA6sAYyYGd6PpRBO0Wl0QoGdD64geRC5lRJu2/ADaHnGeJpQpoqSVgDne2ugecD2DoQI6edqRll0E5Zpw3cQHLhciC5kDlVGvCmCgNx4PSDXPacgOQhDSQPaiBZWAMZsDOdLmXQboFOE7iB9Fx3GvAGkgudi5JBzAvkQOfB3OtxAukAmleasAaSdddAZ4fDyXEzYGciyvq0JaI9iF/+9A8xcS25ebRp9HADjS/IJMENNPq5gWRcN9UvuOM2C29e4prVSX9x+unjEHPAgeTA7gdkXmnDmVcaoAaShzVwetw1OW4ywE6jT3v6j8soRJxlUasfYvGvbmR92jGVOe0Ara/9HuNXP5XIsdJ03AAS7eUGGl9oSbpuIB3nDThBwYfPgfQBHhaOYWGb1P2lrbRADaQLa+D5AnZaMmOMMTVjjDHN1FDmtCWiZ5F/8g//JX757j4AJAZuID3HDZw+1w2k57yp2unAz6J4UAOnA9ZAOu4aOD3ATsNpv/nHdyJPjTypH+JHf3Urc9oxlTntAP3hxAX8bPXJqXDcQLp5biB51w2k57yp2unAz4LShjRV2rAGnl9gZzo7yqAdQhm4G0qjwpwqbXgDbuCIQMog7n5NgPRADaQHa+D0uWty7NMDbB0GVBiR98kUXxm0Q+o0ghtIPs9NxVeYA6cP3lRBEAfOPshbDWnACWogPVgDGbABUptjmEeJHjNTe5RBO4JOG7iB1rjuNELmgPOLnP+STwvggBtWYjid6jSCXPY8gPQBzStNVw2kC2vg9AIbAL46fh4f/S7RQ2dqgzJoR1Ra4AaSH3nKjp8iuIF0Q+ZUrXTfvLyA5gVAqnZBPehxtRLQvNKGNZBeKBxIF9bk+OkC+w8nLqBeP0z02JnaowzaMZQGuIHGIiNA8pXlaYfLgXRD5lQyeAOtATgvP/h5ufNWqF1QlqkVoAbShTVwNoCdluqKBUWJ1oBUj3j7TE5l0I6pNMF9WsPlgDtkDqQLb6D9ABfVSeBstdLOVfNKOxQOZMDO1HnKoN2EzgK4gfRcN5A+vIHOBvjzoFaCGshgHaQM2GdbGbSb1GkGN4BUXTfQWngDGcBbpVaDGmgNrIEM2FFUhwkl4oSzejYRrSll0E5ApxXcQGtcN9B6eAP+AAcyiEdROyBN1WpYAxmwM3WuMmgnpFaAG0hn9GmrXDfQHngDbshkEPeX+NoArQU10DpYA+m7a3IfGbAzNa/Uob2wsIBSqQQAqFQqmJmZCdynUqngzp07WF5ext27dyMfM859JqE0wQ3gzLhuoH3wpsog7lQnQJrqrMGa3E8G7KR0/fp1KRd4raysYHFxEdevX8fo6Cju3r2LiYkJ3Lhxo0WPMj2lCu2FhQUAwNTUFADyQk5PT2NxcdFzn/X1daytraFSqWB7ezvyMePcZ5JKC9xA68LlQGtcN9B+eFPJACUDGXC6Ye71nNoFaF6thDXQWncNnE1g1xUDUKKNJa1HvD2vcrmMlZWVwNtVKhWsrKygXC5jdHQUs7OzZwLYQMqrfA0NDeHBgwfM9QKAoigIc5flchnz8/O4f/9+pGM2c59U/Cpf+Ygr2FD9zO7TTRrcQLqrhLnua/VJ6uDmleZqYkmIX5EMOB0Ab2c+OozS7rMW1Sp3Te7rUWozxKMCu14/xI//7T9JdJWvON+RcR8HjcBOT08Hfp+Xy2VMTk46OHBWpKZ14M3NTVQqFemLFuZMKc4x07jPuErzzJefoJa2Xp64gHfXHjuKdNLUV6+ed01Y6yR95ep5tgEEiPzWCZI9JvFxd4oyYDen5yUkDgB37tzBrVu32v0w2q7UwuObm5vSy0ulEiqVSirHjHuftVoNtVqN/b27uwsAqNebG7D/pdf7sXpvE69dTt4xfuG1fnz0zlOctGA04Rde78cv1ltzX1QvvdaHj955hvV7D/CHlzvTzY691uf4+5fvPMO7934FAPjK5dZ+mf7incYEti9d/v+3d8e6qVthHMD/WQJDlFhJrxRFYvF0260oj8AjQB4hdM5gxEQyRc4b4DdI8HZVqVUydemA4uiqXe0MGdo7ABYMldKruMOtLQgGfIyNfcz/J2UAc86xPs71d20f/H03t32T311Ufz59wcf/93VT+/f17R98X/2Q+nh/PH3Bxx/TG+fz09/4ofpB6NGk/vEsyYur/34VP0b6bcbj8cz7pVIJpVIptM3DwwNqtZrQOHd3dzg8PMRwOIRt29B1XXhf82jjq8f9IKbR56JLIavGvL6+xtXV1dz7n379KZH9S/Mh/Z83WADg8a/NjTXt94zGXcdvGe5zlmOLyuK7ffx5M+Ok/W8z7nFlMpng4OBgrbF3d3dxfHyMT7/EO0bu7e2hUqnMvNfpdHB5eRn6edd1oapq5BO+arUKAFBVFQBgGAYajQZ6vV6s/c2TyEnbNE3c3t6u/Fy73Q4CFibphB2lz1Xb2+02Li4ugtdvb28YDoc4OjrCzs7O3OfH4zEqlQpeXl7Wvje0TRg3cYxZPIzbPM/zMJlMcHJysnZf5XIZz8/PeH19jb0v74+ti86yDcMIFhZH5Sdr39nZGZrN5sLbpzKJnLTr9brQ6rv3QfP5/2OKY1WfcccMuywT5Yvd39/nASEGxk0cYxYP4zZr3TPsaeVyGeVyObH+wliWhdPTU+F2pmnO5Cv/eO44ztKTShmkdnlcVVUoigLHceYSpui9CZE+kx6TiIiyMRwOYVlWsJDYtm0A337aq6pq6Imk67poNBqwbTvIA/5l9bgnjHmS2upx4Ntl5+lV26ZpzlzmcBwn+F31e4suaa/qc9V2IiKSQ61Wg6ZpwV+z2QQAaJoWJOz3eURRFGiaNpOgDcNAvV6X/tI4kHLS1jQNruvCNE2Ypol+vz/zkBP/qTXT/C+g2+3Csiy0Wi2Yphm5z1Xbk1AqldDpdBbeg6FwjJs4xiwexq14/Gd3AECr1QpOzsLySLvdxs3NTfA3GAwKsQgNSPnhKkRERJScVM+0iYiIKDlM2kRERJJg0iYiIpIE62kvEafE57I2RSsXl3R84vYpG84rcVmU+CXKJY9C6bru6boevL6/v/fOz8/XatPr9TxFUTwAnqqqXrfbTX7HNySN+MTpUzacV+LixOzx8dHrdruerutetVpNpE+iPODq8QXilPhc1aZI5eLSiE8SZVXzjvNKXBYlfonyive0Q8Qp8ZmnsqBpSyM+2xA/zitxWZT4Jcoz3tMOEafEZ9Q2RSgXl0Z80ijlmjecV+KyKPFLlGdM2gLilBWdblPkcnHAevGJW1a1CDivxKVZ4pcoz7YiaWdZVnS6TZHLxQHrxyepPmXDeSUuixK/RHmwFUl7E2VFo7QpSrm4NOKTRinXvOG8EpdFiV+iXMto1XruKYri2bY9896qcC1rMxqNPAAz2/33RqNRMju9QUnHJ26fsuG8ErfOvOj1eqE/+dqGuUbFxNXjC8QpK7qsTdHKxSUdnyjbi4DzSlwWJX6J8oq/017CL7QOAP1+f2ZFrmEY0HU9KMoepY3rujAMI3g9GAykXuWbdHyibC8CzitxojFzHCdYy2JZFjRNm3tK3DbMNSoeJm0iIiJJ8PI4ERGRJJi0iYiIJMGkTUREJAkmbSIiIkkwaRMREUmCSZuIiEgSTNpERESSYNImIiKSBJM2ERGRJJi0iYiIJMGkTUREJAkmbSIiIkn8B3HTIh3rQKJ+AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## Calculate supercurrent as function of qx,qy -- d=2, T=0.95Tc\n",
    "\n",
    "\n",
    "# Numerical partial derivative\n",
    "def partial_derivative_y(F, x, y):\n",
    "\n",
    "    h = x[1] - x[0]  # Step size in x-direction\n",
    "    dFdx = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdx[1:-1, :] = (F[2:, :] - F[:-2, :]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first x-point\n",
    "    dFdx[0, :] = (F[1, :] - F[0, :]) / h\n",
    "    \n",
    "    # Backward difference for last x-point\n",
    "    dFdx[-1, :] = (F[-1, :] - F[-2, :]) / h\n",
    "    \n",
    "    return dFdx\n",
    "\n",
    "def partial_derivative_x(F, x, y):\n",
    "\n",
    "    h = y[1] - y[0]  # Step size in y-direction\n",
    "    dFdy = np.zeros_like(F)\n",
    "    \n",
    "    # Central difference for interior points\n",
    "    dFdy[:, 1:-1] = (F[:, 2:] - F[:, :-2]) / (2 * h)\n",
    "    \n",
    "    # Forward difference for first y-point\n",
    "    dFdy[:, 0] = (F[:, 1] - F[:, 0]) / h\n",
    "    \n",
    "    # Backward difference for last y-point\n",
    "    dFdy[:, -1] = (F[:, -1] - F[:, -2]) / h\n",
    "    \n",
    "    return dFdy\n",
    "\n",
    "# Generate f_q values, J_q values\n",
    "fq_values = - (alphaq_values.real ** 2) / (2 * betaq_values) # f_q values\n",
    "Jxq_values = partial_derivative_x(fq_values, qx_values, qy_values)\n",
    "Jyq_values = partial_derivative_y(fq_values, qx_values, qy_values)\n",
    "Jq_values = np.sqrt(Jxq_values**2 + Jyq_values**2)\n",
    "\n",
    "# Plot test\n",
    "plt.figure(figsize=(5, 4))  # free energy as function of q\n",
    "plt.contourf(qx_grid, qy_grid, fq_values, 100, cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"Free energy $F(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_x as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jxq_values, 100, cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$J_x(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J_y as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jyq_values, 100, cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$J_y(q_x,q_y)$\")\n",
    "plt.show()\n",
    "plt.figure(figsize=(5, 4))  # J as function of q\n",
    "plt.contourf(qx_grid, qy_grid, Jq_values, 100, cmap='plasma', alpha=0.7)\n",
    "plt.colorbar(label=r\"$J(q_x,q_y)$\")\n",
    "plt.show()\n",
    "# plt.figure(figsize=(20, 20))\n",
    "# plt.quiver(qx_grid, qy_grid, 0.1 * Jxq_values, 0.1 * Jyq_values, color='blue', scale=20, width=0.002)\n",
    "# plt.title('2D Vector Field (quiver)')\n",
    "# plt.xlabel('x')\n",
    "# plt.ylabel('y')\n",
    "# plt.grid()\n",
    "# plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "8814b3f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "At qy =-0.0008403361344537785\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Jc+ = [132.01337625]\n",
      "Jc- = [-128.01089956]\n",
      "diode efficiency = [0.0153927]\n"
     ]
    }
   ],
   "source": [
    "## Find critical current in x direction(front and back)\n",
    "\n",
    "# Step 1: Extract J(qx) for qy = 0\n",
    "# Find the index where qy = 0\n",
    "qy_idx = np.argmin(np.abs(qy_values - 0))  # Find the index closest to qy = 0\n",
    "print(f\"At qy ={qy_values[qy_idx]}\")\n",
    "\n",
    "# Extract J(qx) as a new 1D array\n",
    "Jx_qx = Jxq_values[qy_idx, :]\n",
    "\n",
    "# Find local maxima and minima of Jx_qx near qx = 0\n",
    "# We will focus on a small region around qx = 0. Let's define a range of interest.\n",
    "qx_range = np.abs(qx_values) < 2  # Example range near qx = 0 (you can adjust this range)\n",
    "\n",
    "# Extract the corresponding J(qx) values in this region\n",
    "Jx_qx_near_0 = Jx_qx[qx_range]\n",
    "\n",
    "# Find local maxima and minima using scipy.signal.find_peaks\n",
    "peaks, _ = find_peaks(Jx_qx_near_0)  # Local maxima\n",
    "troughs, _ = find_peaks(-Jx_qx_near_0)  # Local minima (by inverting J(qx))\n",
    "\n",
    "# Step 3: Plot J(qx) and highlight the local maxima and minima near qx = 0\n",
    "plt.figure(figsize=(10, 8))\n",
    "plt.plot(qx_values, Jx_qx, label=\"J(qx)\", color='b')  # Plot the full J(qx)\n",
    "plt.scatter(qx_values[qx_range][peaks], Jx_qx_near_0[peaks], color='r', label=\"Local Maxima\")\n",
    "plt.scatter(qx_values[qx_range][troughs], Jx_qx_near_0[troughs], color='g', label=\"Local Minima\")\n",
    "plt.xlabel('qx')\n",
    "plt.ylabel('Supercurrent J(qx)')\n",
    "plt.title('Local Maxima and Minima of J(qx) near qx = 0')\n",
    "plt.legend()\n",
    "plt.show()\n",
    "print(f\"Jc+ = {Jx_qx_near_0[peaks]}\")\n",
    "print(f\"Jc- = {Jx_qx_near_0[troughs]}\")\n",
    "print(f\"diode efficiency = {(Jx_qx_near_0[peaks] + Jx_qx_near_0[troughs]) / (Jx_qx_near_0[peaks] - Jx_qx_near_0[troughs])}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "e14978cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The condensate is stablized at q=(0.048615091201092364, 0)\n"
     ]
    }
   ],
   "source": [
    "## Find the condensate momentum from Jx_qx\n",
    "\n",
    "# Define functions for finding zero of J\n",
    "def find_zero_crossings(x, y):\n",
    "    \"\"\"Finds zero crossings in a 1D array and interpolates to estimate their positions.\"\"\"\n",
    "    zero_crossings = []\n",
    "    for i in range(len(y) - 1):\n",
    "        if y[i] * y[i + 1] < 0:  # Detect sign change\n",
    "            # Linear interpolation to estimate the zero crossing point\n",
    "            x_zero = x[i] - y[i] * (x[i + 1] - x[i]) / (y[i + 1] - y[i])\n",
    "            zero_crossings.append(x_zero)\n",
    "    return np.array(zero_crossings)\n",
    "\n",
    "def find_nearest_zero(x, y, x_target):\n",
    "    \"\"\"Finds the zero crossing closest to a given target x.\"\"\"\n",
    "    zero_crossings = find_zero_crossings(x, y)\n",
    "    if len(zero_crossings) == 0:\n",
    "        return None  # No zero crossings found\n",
    "    return zero_crossings[np.argmin(np.abs(zero_crossings - x_target))]\n",
    "\n",
    "# Find global zeros\n",
    "zeros = find_zero_crossings(qx_values, Jx_qx)\n",
    "\n",
    "# Find local zero\n",
    "qx_target = 0.22\n",
    "nearest_zero = find_nearest_zero(qx_values, Jx_qx, qx_target)\n",
    "\n",
    "print(f\"The condensate is stablized at q={nearest_zero,0}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "69b4431d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b388739f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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